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426 commits

Author SHA1 Message Date
sabaimran
ec06d2c446 Move data indexer files into a separate folder under processor. Update assoc UTs 2023-11-16 17:19:55 -08:00
Debanjum Singh Solanky
ddb07def0d Test search uses ancestor headings as context for improved results
- Update test data to add deeper outline hierarchy for testing
  hierarchy as context
- Update collateral tests that need count of entries updated, deleted
  asserts to be updated
2023-11-16 03:05:19 -08:00
Debanjum Singh Solanky
74403e3536 Add ancestor headings of each org-mode entry to their compiled form
Resolves 
2023-11-16 02:54:41 -08:00
Debanjum Singh Solanky
305c25ae1a Track ancestor headings for each org-mode entry in org-node parser 2023-11-16 02:39:14 -08:00
Debanjum Singh Solanky
922983bd53 Set max cos distance to 0.18. Test search API query with max distance 2023-11-15 20:26:21 -08:00
Debanjum Singh Solanky
08a057bdd5 Rename SearchModel to SearchModelConfig DB model, Require Cross-Encoder 2023-11-15 17:31:50 -08:00
Debanjum Singh Solanky
5a6ab9cc85 Fix failing client tests 2023-11-15 00:17:44 -08:00
Debanjum Singh Solanky
8f200cf53f Remove unused parameter from configure_search_type method 2023-11-14 19:09:35 -08:00
Debanjum Singh Solanky
4af194d74b Make search model configurable on server
- Expose ability to modify search model via Django admin interface
- Previously the bi_encoder and cross_encoder models to use were set
  in code
- Now it's user configurable but with a default config generated by
  default
2023-11-14 19:09:35 -08:00
Debanjum Singh Solanky
e98141f4c3 Subscribe default user to standard plan with a far away renewal date
Self hosted users in anonymous mode have all capabilities unlocked
2023-11-14 16:31:39 -08:00
Asim Shrestha
0bfc094e18
Add test separators 2023-11-11 17:08:58 -08:00
Debanjum Singh Solanky
c4364b9100 Weaken asking follow-up qs and q&a mode in notes prompt to OpenAI models
- Notes prompt doesn't need to be so tuned to question answering. User
could just want to talk about life. The notes need to be used to
response to those, not necessarily only retrieve answers from notes

- System and notes prompts were forcing asking follow-up questions a
  little too much. Reduce strength of follow-up question asking
2023-11-10 23:36:43 -08:00
sabaimran
e2e96f9aa4 Add default settings to let new users be subscribed on trial
- Add the default user to a subscription trial
- Update associated unit tests
2023-11-10 22:38:28 -08:00
Debanjum Singh Solanky
c9c0ba67c6 Fix chat_client configurations for OpenAI chat director tests 2023-11-10 17:29:23 -08:00
sabaimran
262a8574d1 Add a test to verify that a user without data sucessfully returns a respones to the /search endpoint 2023-11-10 14:00:58 -08:00
Debanjum Singh Solanky
404d47f1a1 Bubble up content indexing errors to notify user on client apps 2023-11-07 05:28:13 -08:00
Debanjum Singh Solanky
9ab327a2b6 Store the data source of each entry in database
This will be useful for updating, deleting entries by their data
source. Data source can be one of Computer, Github or Notion for now

Store each file/entries source in database
2023-11-07 02:18:48 -08:00
Debanjum Singh Solanky
a08b152358 Improve log messages in text_entries and memory leak unit test 2023-11-06 19:27:31 -08:00
Debanjum
38f24a037d
Improve Indexing Text Entries ()
Major
- Ensure search results logic consistent across migration to DB, multi-user
- Manually verified search results for sample queries look the same across migration
 - Flatten indexing code for better indexing progress tracking and code readability

Minor
- a4f407f Test memory leak on MPS device when generating vector embeddings
- ef24485 Improve Khoj with DB setup instructions in the Django app readme (for now)
- f212cc7 Arrange remaining text search tests in arrange, act, assert order
- 022017d Fix text search tests to test updated indexing log messages
2023-11-06 16:01:53 -08:00
sabaimran
3d6e8d53fe Try adding dependencies for libgl in order to run OCR in github action unit tests 2023-11-05 15:09:40 -08:00
sabaimran
fdd727712f Rename test files from x_to_jsonl to x_to_entries 2023-11-05 14:33:07 -08:00
Debanjum Singh Solanky
a4f407f595 Test memory leak on MPS device when generating vector embeddings
Slope threshold of 2.0 determined qualitatively on local Mac device
Minor unused import and clean-up
2023-11-05 03:48:54 -08:00
Debanjum Singh Solanky
f212cc7174 Arrange remaining text search tests in arrange, act, assert order 2023-11-05 02:04:52 -08:00
Debanjum Singh Solanky
022017dd0f Fix text search tests to test updated indexing log messages 2023-11-05 02:04:52 -08:00
sabaimran
d1d210605e Merge branch 'features/multi-user-support-khoj' of github.com:khoj-ai/khoj into features/multi-user-support-khoj 2023-11-04 14:29:34 -07:00
sabaimran
3678aa5614 Add tests to validate expected behaviors in the multi-user scenario 2023-11-04 14:29:30 -07:00
Debanjum Singh Solanky
2f1756cc15 Do not use icon for each file, folder to index in desktop app.
Other minor fixes based on PR feedback
2023-11-04 00:13:10 -07:00
Debanjum Singh Solanky
345856e7be Merge branch 'master' of github.com:khoj-ai/khoj into features/multi-user-support-khoj
Merge changes to use latest GPT4All with GPU, GGUF model support into
khoj multi-user support rearchitecture branch
2023-11-02 22:44:25 -07:00
sabaimran
fe6720fa06
[Multi-User Part 8]: Make conversation processor settings server-wide ()
- Rather than having each individual user configure their conversation settings, allow the server admin to configure the OpenAI API key or offline model once, and let all the users re-use that code.
- To configure the settings, the admin should go to the `django/admin` page and configure the relevant chat settings. To create an admin, run `python3 src/manage.py createsuperuser` and enter in the details. For simplicity, the email and username should match.
- Remove deprecated/unnecessary endpoints and views for configuring per-user chat settings
2023-11-02 10:43:27 -07:00
Debanjum Singh Solanky
d92a2d03a7 Rename Files, Classes from X_To_JSONL to more appropriate X_To_Entries
These content processors are converting content into entries in DB
instead of entries in JSONL file
2023-11-01 14:51:33 -07:00
Debanjum Singh Solanky
87e6b1eab9 Rename TextEmbeddings to TextEntries for improved readability
Improves readability as name has closer match to underlying
constructs
2023-10-31 18:55:59 -07:00
Debanjum Singh Solanky
bcbee05a9e Rename DbModels Embeddings, EmbeddingsAdapter to Entry, EntryAdapter
Improves readability as name has closer match to underlying
constructs

- Entry is any atomic item indexed by Khoj. This can be an org-mode
  entry, a markdown section, a PDF or Notion page etc.

- Embeddings are semantic vectors generated by the search ML model
  that encodes for meaning contained in an entries text.

- An "Entry" contains "Embeddings" vectors but also other metadata
  about the entry like filename etc.
2023-10-31 18:50:54 -07:00
sabaimran
54a387326c
[Multi-User Part 6]: Address small bugs and upstream PR comments ()
- 08654163cb: Add better parsing for XML files
- f3acfac7fb: Add a try/catch around the dateparser in order to avoid internal server errors in app
- 7d43cd62c0: Chunk embeddings generation in order to avoid large memory load
- e02d751eb3: Addresses comments from PR  
- a3f393edb4: Addresses comments from PR  
- 66eb078286: Addresses comments from PR  
- Address various items in https://github.com/khoj-ai/khoj/issues/527
2023-10-31 17:59:53 -07:00
sabaimran
5f3f6b7c61
[Multi-User Part 5]: Add a production Docker file and use a gunicorn configuration with it ()
- Add a productionized setup for the Khoj server using `gunicorn` with multiple workers for handling requests
- Add a new Dockerfile meant for production config at `ghcr.io/khoj-ai/khoj:prod`; the existing Docker config should remain the same
2023-10-26 13:15:31 -07:00
Debanjum
9acc722f7f
[Multi-User Part 4]: Authenticate using API Tokens ()
###  New
- Use API keys to authenticate from Desktop, Obsidian, Emacs clients
- Create API, UI on web app config page to CRUD API Keys
- Create user API keys table and functions to CRUD them in Database

### 🧪 Improve
- Default to better search model, [gte-small](https://huggingface.co/thenlper/gte-small), to improve search quality
- Only load chat model to GPU if enough space, throw error on load failure
- Show encoding progress, truncate headings to max chars supported
- Add instruction to create db in Django DB setup Readme

### ⚙️ Fix
- Fix error handling when configure offline chat via Web UI
- Do not warn in anon mode about Google OAuth env vars not being set
- Fix path to load static files when server started from project root
2023-10-26 12:33:03 -07:00
sabaimran
4b6ec248a6
[Multi-User Part 3]: Separate chat sesssions based on authenticated users ()
- Add a data model which allows us to store Conversations with users. This does a minimal lift over the current setup, where the underlying data is stored in a JSON file. This maintains parity with that configuration.
- There does _seem_ to be some regression in chat quality, which is most likely attributable to search results.

This will help us with . It should become much easier to maintain multiple Conversations in a given table in the backend now. We will have to do some thinking on the UI.
2023-10-26 11:37:41 -07:00
sabaimran
a8a82d274a
[Multi-User Part 2]: Add login pages and gate access to application behind login wall ()
- Make most routes conditional on authentication *if anonymous mode is not enabled*. If anonymous mode is enabled, it scaffolds a default user and uses that for all application interactions.
- Add a basic login page and add routes for redirecting the user if logged in
2023-10-26 10:17:29 -07:00
sabaimran
216acf545f
[Multi-User Part 1]: Enable storage of settings for plaintext files based on user account ()
- Partition configuration for indexing local data based on user accounts
- Store indexed data in an underlying postgres db using the `pgvector` extension
- Add migrations for all relevant user data and embeddings generation. Very little performance optimization has been done for the lookup time
- Apply filters using SQL queries
- Start removing many server-level configuration settings
- Configure GitHub test actions to run during any PR. Update the test action to run in a containerized environment with a DB.
- Update the Docker image and docker-compose.yml to work with the new application design
2023-10-26 09:42:29 -07:00
Debanjum Singh Solanky
0f1ebcae18 Upgrade to latest GPT4All. Use Mistral as default offline chat model
GPT4all now supports gguf llama.cpp chat models. Latest
GPT4All (+mistral) performs much at least 3x faster.

On Macbook Pro at ~10s response start time vs 30s-120s earlier.
Mistral is also a better chat model, although it hallucinates more
than llama-2
2023-10-22 19:04:23 -07:00
sabaimran
963cd165eb Resolve merge conflicts 2023-10-19 14:39:05 -07:00
Debanjum Singh Solanky
e3cd8b4150 Only index files returned by input-filter globs in fs_syncer
Ignore .org, .pdf etc. suffixed directories under `input-filter' from
being evaluated as files.

Explicitly filter results by input-filter globs to only index files,
not directory for each text type

Add test to prevent regression

Closes 
2023-10-17 23:32:10 -07:00
Debanjum Singh Solanky
d9d133dfb9 Read text files as utf-8, instead of default os locale
On Windows, the default locale isn't utf8. Khoj had regressed to
reading files in OS specified locale encoding, e.g cp1252, cp949 etc.

It now explicitly uses utf8 encoding to read text files for indexing

Resolves , resolves 
2023-10-17 21:47:19 -07:00
Debanjum
ecc6fbfeb2
Push Files to Index from Emacs, Obsidian & Desktop Clients using Multi-Part Forms ()
### Overview
- Add ability to push data to index from the Emacs, Obsidian client
- Switch to standard mechanism of syncing files via HTTP multi-part/form. Previously we were streaming the data as JSON
  - Benefits of new mechanism
    - No manual parsing of files to send or receive on clients or server is required as most have in-built mechanisms to send multi-part/form requests
    - The whole response is not required to be kept in memory to parse content as JSON. As individual files arrive they're automatically pushed to disk to conserve memory if required
    - Binary files don't need to be encoded on client and decoded on server

### Code Details
### Major
- Use multi-part form to receive files to index on server
- Use multi-part form to send files to index on desktop client
- Send files to index on server from the khoj.el emacs client
  - Send content for indexing on server at a regular interval from khoj.el
- Send files to index on server from the khoj obsidian client
- Update tests to test multi-part/form method of pushing files to index

#### Minor
- Put indexer API endpoint under /api path segment
- Explicitly make GET request to /config/data from khoj.el:khoj-server-configure method
- Improve emoji, message on content index updated via logger
- Don't call khoj server on khoj.el load, only once khoj invoked explicitly by user
- Improve indexing of binary files
  - Let fs_syncer pass PDF files directly as binary before indexing
  - Use encoding of each file set in indexer request to read file 
- Add CORS policy to khoj server. Allow requests from khoj apps, obsidian & localhost
- Update indexer API endpoint URL to` index/update` from `indexer/batch`

Resolves  
2023-10-17 06:05:15 -07:00
Debanjum Singh Solanky
7b1c62ba53 Mark test_get_configured_types_via_api unit test as flaky
It passes locally on running individually but fails when run in
parallel on local or CI
2023-10-17 05:56:00 -07:00
Debanjum Singh Solanky
5efae1ad55 Update indexer API endpoint query params for force, content type
New URL query params, `force' and `t' match name of query parameter in
existing Khoj API endpoints

Update Desktop, Obsidian and Emacs client to call using these new API
query params. Set `client' query param from each client for telemetry
visibility
2023-10-17 04:58:13 -07:00
Debanjum Singh Solanky
84654ffc5d Update indexer API endpoint URL to index/update from indexer/batch
New URL follows action oriented endpoint naming convention used for
other Khoj API endpoints

Update desktop, obsidian and emacs client to call this new API
endpoint
2023-10-17 04:58:13 -07:00
Debanjum Singh Solanky
541cd59a49 Let fs_syncer pass PDF files directly as binary before indexing
No need to do unneeded base64 encoding/decoding to pass pdf contents
for indexing from fs_syncer to pdf_to_jsonl
2023-10-17 04:58:13 -07:00
Debanjum Singh Solanky
1a9023d396 Update Chat Actor test to not incept with prior world knowledge 2023-10-15 17:22:44 -07:00
Debanjum Singh Solanky
feb4f17e3d Update chat config schema. Make max_prompt, chat tokenizer configurable
This provides flexibility to use non 1st party supported chat models

- Create migration script to update khoj.yml config
  - Put `enable_offline_chat' under new `offline-chat' section
    Referring code needs to be updated to accomodate this change
  - Move `offline_chat_model' to `chat-model' under new `offline-chat' section
  - Put chat `tokenizer` under new `offline-chat' section
  - Put `max_prompt' under existing `conversation' section
    As `max_prompt' size effects both openai and offline chat models
2023-10-15 16:35:11 -07:00
sabaimran
c125995d94
[Multi-User]: Part 0 - Add support for logging in with Google ()
* Add concept of user authentication to the request session via GoogleUser
2023-10-14 19:39:13 -07:00
Debanjum Singh Solanky
56bd69d5af Improve Llama v2 extract questions actor and associated prompt
- Format extract questions prompt format with newlines and whitespaces
- Make llama v2 extract questions prompt consistent

- Remove empty questions extracted by offline extract_questions actor
- Update implicit qs extraction unit test for offline search actor
2023-10-13 22:48:56 -07:00
Debanjum Singh Solanky
bed3aff059 Update tests to test multi-part/form method of pushing files to index
Instead of using the previous method to push data as json payload of POST request
pass it as files to upload via the multi-part/form to the batch indexer API endpoint
2023-10-12 20:58:52 -07:00
Debanjum Singh Solanky
6aa69da3ef Put indexer API endpoint under /api path segment
Update FastAPI app router, desktop app and to use new url path to
batch indexer API endpoint

All api endpoints should exist under /api path segment
2023-10-09 21:35:58 -07:00
Debanjum Singh Solanky
13b16a4364 Use default Llama 2 supported by GPT4All
Remove custom logic to download custom Llama 2 model.
This was added as GPT4All didn't support Llama 2 when it was added to Khoj
2023-10-03 19:01:54 -07:00
sabaimran
96a9fa07f0 Fix conf test setup for offline chat 2023-09-18 15:05:15 -07:00
sabaimran
2dd15e9f63
Resolve issues with GPT4All and fix prompt for yesterday extract questions date filter ()
- GPT4All integration had ceased working with 0.1.7 specification. Update to use 1.0.12. At a later date, we should also use first party support for llama v2 via gpt4all
- Update the system prompt for the extract_questions flow to add start and end date to the yesterday date filter example.
- Update all setup data in conftest.py to use new client-server indexing pattern
2023-09-18 14:41:26 -07:00
sabaimran
8141be97f6 Update date filter test to use compiled rather than raw key 2023-09-18 11:24:56 -07:00
sabaimran
343854752c
Improve docker builds for local hosting ()
* Remove GPT4All dependency in pyproject.toml and use multiplatform builds in the dockerization setup in GH actions
* Move configure_search method into indexer
* Add conditional installation for gpt4all
* Add hint to go to localhost:42110 in the docs. Addresses 
2023-09-08 17:07:26 -07:00
sabaimran
dccfae3853
Remove PySide dependency and deprecate desktop builds ()
* Remove PySide, gui option from code
* Remove pyside 6 dependency from code
* Remove workflows which build desktop applications
* Update unit tests and update line in documentation
* Remove additional references to pyinstaller, gui
* Add uninstall steps to normal uninstall instructions
2023-09-07 11:36:27 -07:00
sabaimran
76562f4250
Add front-end Electron application for Khoj local file syncing ()
* Initial version - setup a file-push architecture for generating embeddings with Khoj
* Use state.host and state.port for configuring the URL for the indexer
* Fix parsing of PDF files
* Read markdown files from streamed data and update unit tests
* On application startup, load in embeddings from configurations files, rather than regenerating the corpus based on file system
* Init: refactor indexer/batch endpoint to support a generic file ingestion format
* Add features to better support indexing from files sent by the desktop client
* Initial commit with Electron application
- Adds electron app
* Add import for pymupdf, remove import for pypdf
* Allow user to configure khoj host URL
* Remove search type configuration from index.html
* Use v1 path for current indexer routes
2023-09-06 12:04:18 -07:00
sabaimran
4854258047
Move to a push-first model for retrieving embeddings from local files ()
* Initial version - setup a file-push architecture for generating embeddings with Khoj
* Update unit tests to fix with new application design
* Allow configure server to be called without regenerating the index; this no longer works because the API for indexing files is not up in time for the server to send a request
* Use state.host and state.port for configuring the URL for the indexer
* On application startup, load in embeddings from configurations files, rather than regenerating the corpus based on file system
2023-08-31 12:55:17 -07:00
Debanjum Singh Solanky
01b310635e Enable passing search query filters via chat and test it 2023-08-28 09:24:32 -07:00
Debanjum Singh Solanky
794bad8bcb Make date_filter.extract_date_range method always return a list type 2023-08-28 00:55:28 -07:00
Debanjum Singh Solanky
d5a2de6222 Add method to extract filter terms from query to all filters
- Test the get_filter_term method in all 3 word, file, date filters
- Make the existing can_filter method by default in base filter abstract class
2023-08-28 00:55:28 -07:00
Debanjum Singh Solanky
319f066aec Test general and notes slash commands in offline chat director tests 2023-08-28 00:47:02 -07:00
Debanjum Singh Solanky
edffbad837 Make Khoj ask clarifying questions when answer not in provided context
Previously it would just refuse ask for clarification. This improves
the chat quality score for the existing director tests
2023-08-28 00:47:02 -07:00
sabaimran
b45e1d8c0d
Fix plaintext HTML parsing and rendering ()
* Store conversation command options in an Enum
* Move to slash commands instead of using @ to specify general commands
* Calculate conversation command once & pass it as arg to child funcs
* Add /notes command to respond using only knowledge base as context
This prevents the chat model to try respond using it's general world
knowledge only without any references pulled from the indexed
knowledge base
* Test general and notes slash commands in openai chat director tests
---------

Co-authored-by: Debanjum Singh Solanky <debanjum@gmail.com>
2023-08-27 11:24:30 -07:00
Debanjum
7919787fb7
Use Slash Commands and Add Notes Slash Command ()
* Store conversation command options in an Enum

* Move to slash commands instead of using @ to specify general commands

* Calculate conversation command once & pass it as arg to child funcs

* Add /notes command to respond using only knowledge base as context

This prevents the chat model to try respond using it's general world
knowledge only without any references pulled from the indexed
knowledge base

* Test general and notes slash commands in openai chat director tests

* Update gpt4all tests to use md configuration

* Add a /help tooltip

* Add dynamic support for describing slash commands. Remove default and treat notes as the default type

---------

Co-authored-by: sabaimran <narmiabas@gmail.com>
2023-08-26 18:11:18 -07:00
sabaimran
0ea901c7c1
Allow indexing to continue even if there's an issue parsing a particular org file ()
* Allow indexing to continue even if there's an issue parsing a particular org file
* Use approximation in pytorch comparison in text_search UT, skip additional file parser errors for org files
* Change error of expected failure
2023-08-14 07:56:33 -07:00
sabaimran
7b907add77
Add support for indexing plaintext files ()
* Add support for indexing plaintext files
- Adds backend support for parsing plaintext files generically (.html, .txt, .xml, .csv, .md)
- Add equivalent frontend views for setting up plaintext file indexing
- Update config, rawconfig, default config, search API, setup endpoints
* Add a nifty plaintext file icon to configure plaintext files in the Web UI
* Use generic glob path for plaintext files. Skip indexing files that aren't in whitelist
2023-08-09 15:44:40 -07:00
Debanjum Singh Solanky
95acb1583d Update local Chat Actor and Director tests expected to fail 2023-08-01 20:52:00 -07:00
Debanjum Singh Solanky
c2b7a14ed5 Fix context, response size for Llama 2 to stay within max token limits
Create regression text to ensure it does not throw the prompt size
exceeded context window error
2023-08-01 20:52:00 -07:00
sabaimran
d8fa967b43 Update chat actor unit tests for greater accuracy and benchmarking 2023-08-01 12:24:43 -07:00
sabaimran
48363ec861 Add additional check for chat_messages length in UT 2023-08-01 09:25:52 -07:00
sabaimran
90efc2ea7a Update comments and add explanations 2023-08-01 09:24:03 -07:00
sabaimran
e55e9a7b67 Fix unit tests and truncation logic 2023-07-31 21:37:59 -07:00
sabaimran
95c7b07c20 Make the fake message longer 2023-07-31 20:55:19 -07:00
sabaimran
8dd5756ce9 Add new director tests for the offline chat model with llama v2 2023-07-31 20:24:52 -07:00
sabaimran
5ccb01343e
Add Offline chat to Obsidian ()
* Add support for configuring/using offline chat from within Obsidian
* Fix type checking for search type
* If Github is not configured, /update call should fail
* Fix regenerate tests same as the update ones
* Update help text for offline chat in obsidian
* Update relevant description for Khoj settings in Obsidian
* Simplify configuration logic and use smarter defaults
2023-07-28 18:47:56 -07:00
Debanjum Singh Solanky
9b1048caf7 Remove asymmetric from name of remaining text search tests
Asymmetric search is the only search type used now in khoj.el. So
making distinction between between symmetric and asymmetric search
isn't necessary anymore
2023-07-28 15:33:22 -07:00
sabaimran
124d97c26d
Replace Falcon 🦅 model with Llama V2 🦙 for offline chat ()
* Working example with LlamaV2 running locally on my machine

- Download from huggingface
- Plug in to GPT4All
- Update prompts to fit the llama format

* Add appropriate prompts for extracting questions based on a query based on llama format

* Rename Falcon to Llama and make some improvements to the extract_questions flow

* Do further tuning to extract question prompts and unit tests

* Disable extracting questions dynamically from Llama, as results are still unreliable
2023-07-27 20:51:20 -07:00
Debanjum Singh Solanky
da3f4dc7e4 Fix test config to run OpenAI Chat Actor, Director tests
OpenAI conversation processor schema had updated but conftest hadn't
been updated to reflect the same.

Update conftest setup of conversation processor to fix this
2023-07-27 11:30:04 -07:00
sabaimran
8b2af0b5ef
Add support for our first Local LLM 🤖🏠 ()
* Add support for gpt4all's falcon model as an additional conversation processor
- Update the UI pages to allow the user to point to the new endpoints for GPT
- Update the internal schemas to support both GPT4 models and OpenAI
- Add unit tests benchmarking some of the Falcon performance
* Add exc_info to include stack trace in error logs for text processors
* Pull shared functions into utils.py to be used across gpt4 and gpt
* Add migration for new processor conversation schema
* Skip GPT4All actor tests due to typing issues
* Fix Obsidian processor configuration in auto-configure flow
* Rename enable_local_llm to enable_offline_chat
2023-07-26 16:27:08 -07:00
Debanjum Singh Solanky
5bb42e56a8 Fix formatting of khoj test config and unused references in conftests 2023-07-22 00:29:26 -07:00
Debanjum Singh Solanky
d078e7b1f6 Clean up search type usage in khoj server, tests and Readme 2023-07-18 19:57:55 -07:00
Debanjum Singh Solanky
ef6a0044f4 Drop embeddings of deleted text entries from index
Previously the deleted embeddings would continue to be in the index,
even after the entry was deleted
2023-07-16 03:47:05 -07:00
Debanjum Singh Solanky
c73feebf25 Test index embeddings are stable on incremental update & no norm
Ensure order of new embedding insertion on incremental update
does not affect the order and value of existing embeddings when
normalization is turned off
2023-07-16 02:22:28 -07:00
Debanjum Singh Solanky
1482fd4d4d Test index is stable sorted on incremental update with new entry
Ensure order of new embedding, entry insertion on incremental update
is stable
2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
b02323ade6 Improve name of text search test functions
Asymmetric was older name used to differentiate between symmetric,
asymmetric search.

Now that text search just uses asymmetric search stick to simpler name
2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
7669b85da6 Test index is stable sorted on regenerate with new entry 2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
6e70b914c2 Remove unused dump_jsonl method
The entries index is stored ingzipped jsonl files for each content type
2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
88d1a29a84 Test index is stable for duplicate entries across regenerate, update
- Current incorrect behavior:
  All entries with duplicate compiled form are kept on regenerate
  but on update only the last of the duplicated entries is kept

This divergent behavior is not ideal to prevent index corruption
across reconfigure and update
2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
da98b92dd4 Create helper function to test value, order of entries & embeddings
This helper should be used to observe if the current embeddings are
stable sorted on regenerate and incremental update of index in text
search tests
2023-07-16 01:45:53 -07:00
Debanjum Singh Solanky
b9fb656657 Update Tests to setup both content_index, search_models before testing
This is required by the updated structure of Khoj setup

- Add content_config pytest fixture, pass bi_encoder from
  search_models.[text|image]_search
2023-07-14 01:29:48 -07:00
Debanjum Singh Solanky
f664a74e77 Update Khoj server to run on non standard port, 42110 instead of 8000
Resolves 
2023-07-10 21:27:58 -07:00
sabaimran
4c135ea316
Make streaming optional for the /chat endpoint ()
* Update the /chat endpoint to conditionally support streaming

- If streams are enabled, return the threadgenerator as it does currently
- If stream is disabled, return a JSON response with the response/compiled references separated out
- Correspondingly, update the chat.html UI to use the streamed API, as well as Obsidian
- Rename chat/init/ to chat/history

* Update khoj.el to use the /history endpoint

- Update corresponding unit tests to use stream=true

* Remove & from call to /chat for obsidian

* Abstract functions out into a helpers.py file and clean up some of the error-catching
2023-07-09 10:12:09 -07:00
Debanjum Singh Solanky
171ce19e1f Update date filter to allow quoting values in single quotes 2023-07-07 17:13:47 -07:00
Debanjum Singh Solanky
11f0a9f196 Fix chat tests since streaming. Pass args correctly to chat methods
- Fix testing gpt converse method after it started streaming responses
- Pass stop in model_kwargs dictionary and api key in openai_api_key
  parameter to chat completion methods. This should resolve the arg
  warning thrown by OpenAI module
2023-07-07 15:23:44 -07:00
Debanjum Singh Solanky
48870d9170 Fix parsing questions generated by extract_questions actor into list
The previous json parsing was failing to handle questions with date
filters

Fix the chat actor tests to run without throwing error with freezegun
complaining about importing transformers.local_llama model

Remove quote escapes from date filter examples provided to
extract_questions actor
2023-07-07 15:18:55 -07:00
Debanjum Singh Solanky
0f993b332e Drop support for Ledger as a separate content type
Khoj will soon get a generic text indexing content type. This along
with a file filter should suffice for searching through Ledger
transactions, if required.

Having a specific content type for niche use-case like ledger isn't
useful. Removing unused content types will reduce khoj code to manage.
2023-07-02 16:57:49 -07:00
Debanjum Singh Solanky
c9db5321e7 Remove unused org-music as an indexable content type from Khoj
Org-music was just a custom content type that worked with org-music.
It was mostly only useful for me.

Cleaning up that code will reduce number of content types for khoj to
manage.
2023-07-02 16:21:21 -07:00
sabaimran
36537606da Update unit test and preserve prior operational ordering in main.py 2023-07-01 20:02:35 -07:00
sabaimran
f0f6390366 Make --no-gui the default behavior of Khoj and update corresponding documentation 2023-07-01 19:07:59 -07:00
sabaimran
6edc32f2f4 Accept current changes to include issues in rendering flow 2023-06-29 12:25:29 -07:00
sabaimran
e6053951f0 In chat conftest fixtures, use *.markdown rather than *.md 2023-06-29 11:53:47 -07:00
sabaimran
601b738135 Bonus: Rename all md files to markdown for cleanliness 2023-06-29 11:27:47 -07:00
Debanjum Singh Solanky
56ce97ef9e Use async/await in tests for query method of text and image search
The text, image search query method has become async. So async/await
is required to get results correctly in tests etc
2023-06-28 22:07:02 -07:00
Debanjum Singh Solanky
f516d127c8 Update client tests to expect "all" as a valid new content type 2023-06-28 22:07:02 -07:00
sabaimran
2697c7a186 Update org tests to use new method, update Github configuration in tests 2023-06-27 15:04:48 -07:00
Debanjum Singh Solanky
69d4fa6525 Rename project links across repo from debanjum/khoj to khoj-ai/khoj 2023-06-21 00:13:21 -07:00
Debanjum Singh Solanky
595cc5b0f5 Use printer icon for PDF logs. Only split lines if file at web link in web interface 2023-06-18 02:26:03 -07:00
Saba
07ade2262a Set default value of pat_token in conftest.py to be empty string 2023-06-13 17:03:03 -07:00
Saba
751edfefe5 Add separate unit test for github. Will only run of a PAT token is set 2023-06-13 16:55:58 -07:00
Saba
3a61919344 Fix failing unit tests by hard-coding model presence of expected search types 2023-06-13 16:32:47 -07:00
Saba
019d3732de Rename orgmode_search to org_search 2023-06-13 16:06:54 -07:00
Saba
5d5ebcbf7c Rename truncate messages method and update unit tests to simplify assertion logic 2023-06-06 23:25:43 -07:00
Saba
7119ed0849 Run pre-commit script 2023-06-05 19:29:23 -07:00
Saba
948ba6ddca Remove unused logger 2023-06-05 19:01:03 -07:00
Saba
f65ff9815d Move message truncation logic into a separate function. Add unit tests with factory boy. 2023-06-05 18:58:29 -07:00
Debanjum Singh Solanky
acd14a5e41 Wire up PDF to jsonl processor to Khoj server layer (API, config)
- Specify PDF content to index via khoj.yml
- Index PDF content on app start, reconfigure
- Expose PDF as a search type via API
2023-06-01 21:42:48 +05:30
Debanjum Singh Solanky
d63194c3a9 Create tests for PDF to JSONL processor 2023-06-01 21:42:48 +05:30
Debanjum Singh Solanky
131b8407b5 Allow Khoj Chat to respond to general queries not in reference notes
- Khoj chat will now respond to general queries if:
  1. no relevant reference notes available or
  2. when explicitly induced by prefixing the chat message with "@general"

- Previously Khoj Chat would a lot of times refuse to respond to
  general queries not answerable from reference notes or chat history

- Make chat quality tests more robust
  - Add more equivalent chat response options refusing to answer
  - Force haiku writing to not give any preable, just the haiku
2023-05-12 18:42:40 +08:00
Debanjum Singh Solanky
cc75f986b2 Test text search index only updates on changes to text content 2023-05-12 17:37:34 +08:00
Debanjum Singh Solanky
02aeee60aa Set filename as top heading of org entries for better search context
Previously filename was only being appended to markdown entries.

Test filename getting prepended to compiled entry as heading
2023-05-03 22:53:13 +08:00
Debanjum Singh Solanky
5de04621b5 Set filename as top heading of md entries for better search context
Previously filename was appended to the end of the compiled entry.
This didn't provide appropriate structured context

Test filename getting prepended as heading to compiled entry
2023-05-03 22:50:31 +08:00
Debanjum Singh Solanky
0e3fb59e09 Entries with no md headings should not get heading prefix prepended
Files with no headings would previously get their entry be prefixed
with a markdown heading prefix (#)
2023-05-03 22:50:31 +08:00
Debanjum Singh Solanky
45a991d75c Prepend entry heading to all compiled org snippets to improve search context
All compiled snippets split by max tokens (apart from first) do not
get the heading as context.

This limits search context required to retrieve these continuation
entries
2023-05-03 22:50:31 +08:00
Debanjum Singh Solanky
5673bd5b96 Keep original formatting in compiled text entry strings
- Explicity split entry string by space during split by max_tokens
- Prevent formatting of compiled entry from being lost
- The formatting itself contains useful information
  No point in dropping the formatting unnecessarily,
  even if (say) the currrent search models don't account for it (yet)
2023-03-30 14:02:46 +07:00
Debanjum Singh Solanky
a2ab68a7a2 Include filename of markdown entries for search indexing
Append originating filename to compiled string of each entry for
better search quality by providing more context to model

Update markdown_to_jsonl tests to ensure filename being added

Resolves 
2023-03-30 13:51:36 +07:00
Debanjum Singh Solanky
7e36f421f9 Truncate message logs to below max supported prompt size by model
- Use tiktoken to count tokens for chat models
- Make conversation turns to add to prompt configurable via method
  argument to generate_chatml_messages_with_context method
2023-03-25 05:13:56 +07:00
Debanjum Singh Solanky
508b2176b7 Update Chat API, Logs, Interfaces to store, use references as list
- Remove the need to split by magic string in emacs and chat interfaces
- Move compiling references into string as context for GPT to GPT layer
- Update setup in tests to use new style of setting references
- Name first argument to converse as more appropriate "references"
2023-03-24 22:10:11 +07:00
Debanjum
b351cfb8a0
Add Search Actor to Improve Querying Notes for Khoj Chat
Merge pull request  from debanjum/add-search-actor-to-improve-notes-lookup-for-chat

### Introduce Search Actor
Search actor infers Search Queries from user's message
- Capabilities
  - Use previous messages to add context to current search queries[^1]
    This improves quality of responses in multi-turn conversations. 
  - Deconstruct users message into multiple search queries to lookup notes[^2]
  - Use relative date awareness to add date filters to search queries[^3]

- Chat Director now does the following:
  1. [*NEW*] Use Search Actor to generate search queries from user's message
  2. Retrieve relevant notes from Knowledge Base using the Search queries
  3. Pass retrieved relevant notes to Chat Actor to respond to user

### Add Chat Quality Tests 
- Test Search Actor capabilities
- Mark Chat Director Tests for Relative Date, Multiple Search Queries as Expected Pass

### Give More Search Results as Context to Chat Actor
- Loosen search results score threshold to work better for searches with date filters
- Pass more search results (up to 5 from 2) as context to Chat Actor to improve inference

[^1]: Multi-Turn Example
Q: "When did I go to Mars?"
Search: "When did I go to Mars?"
A: "You went to Mars in the future"
Q: "How was that experience?"
Search: "How my Mars experience?"
*This gives better context for the Chat actor to respond* 
[^2]: Deconstruct Example: 
Is Alpha older than Beta? => What is Alpha's age? & When was Beta born?

[^3]: Date Example: 
Convert user messages containing relative dates like last month, yesterday to date filters on specific dates like dt>="2023-03-01"
2023-03-18 18:02:12 -06:00
Debanjum Singh Solanky
08f5fb315f Add answers to context for Search Actor to generate relevant queries
Update Search Actor prompt with answers, more precise primer and
two more examples for context

Mark the 3 chat quality tests using answer as context to generate
queries as expected to pass. Verify that the 3 tests pass now, unlike
before when the Search Actor did not have the answers for context
2023-03-18 16:30:55 -06:00
Debanjum Singh Solanky
f09bdd515b Expect Chat Director can extract relative dates using new Search Actor 2023-03-18 16:30:55 -06:00
Debanjum Singh Solanky
36c7389b46 Test Search Actor generating search query from Chat History 2023-03-18 16:30:55 -06:00
Debanjum Singh Solanky
2600cc9d4d Test Search Actor extracting relative dates & multiple questions 2023-03-18 16:30:55 -06:00
Debanjum Singh Solanky
d0f14d3f85 Test usage of = in date filter queries 2023-03-16 14:52:59 -06:00
Debanjum Singh Solanky
dfb277ee37 Set skipif at module level if OpenAI API key not set for chat tests
- Remove stale message_to_prompt test
  It is too broad, reduces maintainability.
  Remove as it doesn't really need its own test right now
- Setting skipif at module level for chat actor, director tests
  reduces code duplication as earlier was using decorator on each chat
  test
2023-03-16 12:23:52 -06:00
Debanjum Singh Solanky
4e15b4e411 Create test notes dataset for chat testing
Combine hand-written custom notes and PG essays with personal
content to bulk up notes count

Delete old documentation markdown as not a representative dataset for
application (which is more tuned for personal notes)
2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
1b4d562700 Test Chat Director Capabilities: Answer from notes, chat history etc
- Chat directors are broad agents.
  - Chat directors orchestrate narrow actor agents to synthesize
    final response for the user
  - Agents are Prompts + ML Model

- Test Chat Director Capabilities
  1. [X] Answer from retrieved notes
  2. [X] Answer from chat history
  3. [X] Answer general questions
  4. [X] Carry out multi-turn conversation
  5. [X] Say don't know when answer not in provided context
  6. [X] Answers that require current date awareness
     This test is expected to fail as the chat is not capable of doing
     this without the Search actor. But the test allows assessing chat quality
  7. [X] Date-aware aggregation across multiple different notes
     This test is expected to fail as the chat is not capable of doing
     this without the Search actor. But the test allows assessing chat quality
  8. [X] Ask clarification questions if no unambiguous answer in provided context
  9. [X] Retrieve answer from chat history beyond lookback window
     This test is expected to fail as the chat director is not capable
     of searching chat history yet. But the test allows assessing chat quality
 10. [X] Retrieve context for answer using multiple independent
         searches on knowledge base
     This test is expected to fail as the chat is not capable of doing
     this without the Search actor. But the test allows assessing chat quality
2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
b6d63137f1 Setup Pytest fixture for conversation processor to test chat API
- Index markdown test data as knowledge base. As easier to get good
  markdown content (vs org)
- Setup markdown_content_config, processor_config and chat_client to
  test chat API
2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
3f719c9e17 Rename Chat Model+Prompt tests to chat actor tests 2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
7526a50dd4 Extract conversation processor utility funcs from gpt.py into utils.py 2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
7c4d546039 Configure tests to mark chat quality tests & filter unhelpful warnings
- Mark chat quality tests, register custom mark for chat quality
- Filter unhelpful deprecation warnings from within dateparser library
- Error if tests use unregistered marks
2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
c1128a1ad8 Test Chat Actor Capabilities; ability to answer from notes, chat logs etc
- Chat actors are narrow agents (prompt + ML model)
  Chat actors are different from the Chat director. who orchestrates
  the narrow actor agents to synthesize final response to the user

- Test Chat Actor Capabilities
  1. Answer from retrieved notes
  2. Answer from chat history
  3. Answer general questions
  4. Carry out multi-turn conversation
  5. Say don't know when answer not in provided context
  6. Answers that require current date awareness
  7. Date-aware aggregation across multiple different notes
  8. Ask clarification questions if no unambiguous answer in provided context
     This test is expected to fail as the chat is not capable of doing
     this consistently yet. But having the test allows assessing chat quality

- Use Openai API Key from OPENAI_API_KEY environment variable
- Gitignore .env file, python virtualenv directory
  Put OpenAI API Key in .env file to run chatbot tests via vscode
  The .env file is default location for importing env vars
2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
9306cd901a Clean up chat tests to work with updated chat methods in gpt.py 2023-03-16 09:30:37 -06:00
Debanjum Singh Solanky
b6cdc5c7cb Do not expose answer API as a chat type in chat web interface or API
Answer does not rely on past conversations, just the knowledge base.
It is meant for one off interactions, like search rather than a
continuing conversation like chat

For now it is only exposed via API. Later it will be expose in the
interfaces as well

Remove ability to select different chat types from the chat web
interface as there is only a single chat type

Stop appending answers to the conversation logs
2023-03-05 18:21:59 -06:00
Debanjum Singh Solanky
211e460398 Output date filter from cache log at debug level. Remove unused imports
Other logs not directly useful to user have already been converted
to debug log levels in 1ae4016. Just forgot to convert this log line too
2023-03-02 15:41:32 -06:00
Debanjum Singh Solanky
c823f46d89 Test error on missing fields in ContentConfig pulled from Khoj.yml
Resolves 
2023-03-02 15:35:39 -06:00
Debanjum Singh Solanky
fe03ba3dce Index intro text before headings in org files
- Text before headings was not being indexed due to buggy orgnode
  parsing logic
- Resolved indexing intro text from files with and without headings in
  them
- Ensure intro text node has heading set to all title lines collected
  from the file

Resolves 
2023-03-01 12:11:33 -06:00
Debanjum Singh Solanky
2bed4c3b50 Fix configuring search types & /config/types API when no plugin configured
- Test /config/types API when no plugin configured, only plugin configured
  and no content configured scenarios
- Do not throw null reference exception while configuring search types
  when no plugin configured
- Do not throw null reference exception on calling /config/types API
  when no plugin configured

Resolves bug introduced by 
2023-03-01 01:23:37 -06:00
Debanjum Singh Solanky
b09350c052 Fix to return only enabled content types via the new config/types API
- Previously was return all core content types even if they had not been
  setup
- Add test to validate only configured content types are returned by
  the api/config/types API endpoint
2023-02-28 22:08:26 -06:00
Debanjum Singh Solanky
ede6eb6879 Re-enable testing search and update API with image content type
It may have been disabled due to issues with image search earlier
2023-02-28 20:25:51 -06:00
Debanjum Singh Solanky
88a9eadfba Use client pytest fixture to test API with plugin type configured 2023-02-28 20:25:51 -06:00
Debanjum Singh Solanky
ab501a56c9 Create pytest fixture to configure app with plugin, search types 2023-02-28 20:25:51 -06:00
Debanjum Singh Solanky
f944408e69 Update content_config pytest fixture to index plugin content 2023-02-28 20:25:51 -06:00
Debanjum Singh Solanky
68bd5d9ebc Configure API routes after set up search types while configuring server
Configure app routes after configuring server.
Import API routers after search type is dynamically populated.
Allow API to recognize the dynamically populated plugin search types
as valid type query param.
Enable searching for plugin type content.
2023-02-28 20:25:51 -06:00
Debanjum Singh Solanky
55a032e8c4 Add processor to index entries from jsonl files for plugins
- Read, merge entries from input jsonl files and filters
- Mark new, modified entries for update
2023-02-24 02:54:12 -06:00
Debanjum Singh Solanky
fcbbe8c759 Read content plugin configs from Khoj config YAML
Configure external text content plugins via the Khoj YAML
Reuse existing TextContentConfig definition for external text content plugins
2023-02-23 23:57:32 -06:00
Debanjum Singh Solanky
47569da38e Fix usage of "\" in orgnode test string to resolve DeprecationWarning 2023-02-17 17:15:44 -06:00
Debanjum Singh Solanky
051f0e3fb5 Add, configure and run pre-commit locally and in test workflow 2023-02-17 13:31:36 -06:00
Debanjum Singh Solanky
5e83baab21 Use Black to format Khoj server code and tests 2023-02-17 11:55:17 -06:00
Debanjum Singh Solanky
af6d65a909 Create tagged Docker image on new tag/release 2023-02-14 20:04:06 -06:00
Debanjum Singh Solanky
bc7477ea3e Move Emacs, Obsidian plugin code out from under src/khoj directory
- What
  - The Emacs and Obsidian interfaces stay in their original
    directories under src/
  - src/khoj now only contains code meant for pypi packaging

- Benefits
  - This avoids having to update khoj MELPA, Obsidian plugin config as
    the Emacs, Obsidian code is under their original directories
  - It separates the code in src/khoj meant for python packaging from
    code for external interfaces like Emacs and Obsidian
2023-02-14 15:44:22 -06:00
Debanjum Singh Solanky
25a749ca1d Use the src/ layout to fix packaging Khoj for PyPi
- Why
  The khoj pypi packages should be installed in `khoj' directory.
  Previously it was being installed into `src' directory, which is a
  generic top level directory name that is discouraged from being used

- Changes
 - move src/* to src/khoj/*
 - update `setup.py' to `find_packages' in `src' instead of project root
 - rename imports to form `from khoj.*' in complete project
 - update `constants.web_directory' path to use `khoj' directory
 - rename root logger to `khoj' in `main.py'
 - fix image_search tests to use the newly rename `khoj' logger
 - update config, docs, workflows to reference new path `src/khoj'
2023-02-14 15:19:06 -06:00
Debanjum Singh Solanky
6908b6eed3 Truncate image queries below max tokens length supported by ML model
This would previously return the infamous tensor size mismatch error
Verify this error is not raised since adding the query truncation logic
2023-01-21 14:11:00 -03:00
Debanjum Singh Solanky
3d9ed91e42 Search by image at path only if query of form "file:/path/to/image"
Previously no query syntax helpers, like the "file:" prefix, were used
before checking if query contains file path.

This made query to image search brittle to misinterpretation and
pointless checking

Add test to verify search by image at file works as expected
2023-01-21 14:06:56 -03:00
Debanjum Singh Solanky
7b4f78776c Fix extracting Markdown Entries with Top Level Headings
- Previously top level headings would have get stripped of the
  space between heading text and the prefix # symbols. That is,
  `# Top Level Heading' would get converted to `#Top Level Heading'
- This would mess up their rendering as a heading in search results

- Add unit tests to text_to_jsonl processors to prevent regression
2023-01-17 13:06:28 -03:00
Debanjum Singh Solanky
d40076fcd6 Deduplicate test code, make teardown more robust using pytest fixtures 2023-01-09 19:47:27 -03:00
Debanjum Singh Solanky
237123d18c Fix tests for the conversation processor
- Use latest davinci model for tests
- Wrap prompt in triple quotes to improve legibilty
- `understand' method returns dictionary instead of string. Fix its test
- Fix prompt for new model to pass `chat_with_history' test
2023-01-09 00:22:26 -03:00
Debanjum Singh Solanky
826f9dc054 Drop long words from compiled entries to be within max token limit of models
Long words (>500 characters) provide less useful context to models.

Dropping very long words allow models to create better embeddings by
passing more of the useful context from the entry to the model
2023-01-07 23:13:56 -03:00
Debanjum Singh Solanky
24676f95d8 Fix comments, use minimal test case, regenerate test index, merge debug logs
- Remove property drawer from test entry for max_words splitting test
  - Property drawer is not required for the test
  - Keep minimal test case to reduce chance for confusion
2022-12-25 22:33:04 -03:00
Debanjum Singh Solanky
53cd2e5605 Regenerate initial model in asymmetric reload test to reduce flakyness
- Fix logger message when converting org node to entries
- Remove unused import from conftest
2022-12-25 21:36:15 -03:00
Debanjum Singh Solanky
c79919bd68 Split entries by max tokens while converting Org entries To JSONL
- Test usage the entry splitting by max tokens in text search
2022-12-25 21:36:00 -03:00
Debanjum Singh Solanky
e057c8e208 Add method to split entries by specified max tokens limit
- Issue
   ML Models truncate entries exceeding some max token limit.
   This lowers the quality of search results

- Fix
  Split entries by max tokens before indexing.
  This should improve searching for content in longer entries.

- Miscellaneous
  - Test method to split entries by max tokens
2022-12-23 16:24:04 -03:00
Debanjum Singh Solanky
d292bdcc11 Do not version API. Premature given current state of the codebase
- Reason
  - All clients that currently consume the API are part of Khoj
  - Any breaking API changes will be fixed in clients immediately
  - So decoupling client from API is not required
  - This removes the burden of maintaining muliple versions of the API
2022-10-08 16:32:46 +03:00
Debanjum Singh Solanky
2c548133f3 Remove unused imports, `embeddings' variable from text search tests 2022-10-08 12:06:05 +03:00
Debanjum Singh Solanky
7e9298f315 Use new Text Entry class to track text entries in Intermediate Format
- Context
  - The app maintains all text content in a standard, intermediate format
  - The intermediate format was loaded, passed around as a dictionary
    for easier, faster updates to the intermediate format schema initially
  - The intermediate format is reasonably stable now, given it's usage
    by all 3 text content types currently implemented

- Changes
  - Concretize text entries into `Entries' class instead of using dictionaries
    - Code is updated to load, pass around entries as `Entries' objects
      instead of as dictionaries
    - `text_search' and `text_to_jsonl' methods are annotated with
       type hints for the new `Entries' type
    - Code and Tests referencing entries are updated to use class style
      access patterns instead of the previous dictionary access patterns

  - Move `mark_entries_for_update' method into `TextToJsonl' base class
    - This is a more natural location for the method as it is only
      (to be) used by `text_to_jsonl' classes
    - Avoid circular reference issues on importing `Entries' class
2022-10-08 12:06:05 +03:00
Debanjum Singh Solanky
e42a38e825 Version Khoj API, Update frontends, tests and docs to reflect it
- Split router.py into v1.0, beta and frontend (no-prefix) api modules
  under new router package. Version tag in main.py via prefix
- Update frontends to use the versioned api endpoints
- Update tests to work with versioned api endpoints
- Update docs to mentioned, reference only versioned api endpoints
2022-09-28 20:08:38 +03:00
Debanjum Singh Solanky
02d944030f Use Base TextToJsonl class to standardize <text>_to_jsonl processors
- Start standardizing implementation of the `text_to_jsonl' processors
  - `text_to_jsonl; scripts already had a shared structure
  - This change starts to codify that implicit structure

- Benefits
  - Ease adding more `text_to_jsonl; processors
  - Allow merging shared functionality
  - Help with type hinting

- Drawbacks
  - Lower agility to change. But this was already an implicit issue as
    the text_to_jsonl processors got more deeply wired into the app
2022-09-16 00:53:11 +03:00
Debanjum Singh Solanky
bf1ae038cb Get XMP metadata from image using Pillow. Remove ExifTool dependency
- Pillow already supports reading XMP metadata from Images
- Removes need to maintain my fork of unmaintained PyExiftool
  - This also removes dependency on system Exiftool package for
    XMP metadata extraction
- Add test to verify XMP metadata extracted from test images
- Remove references to Exiftool from Documentation
2022-09-16 00:48:45 +03:00
Debanjum Singh Solanky
1bfe9c4ef2 Handle filter only queries. Short-circuit and return filtered results
- For queries with only filters in them short-circuit and return
  filtered results. No need to run semantic search, re-ranking.
- Add client test for filter only query and quote query in client tests
2022-09-12 17:13:05 +03:00
Debanjum Singh Solanky
536f03af8f Process text content files in sorted order for stable indexing
- Image search already uses a sorted list of images to process
- Prevents index of entries to desync when entries, embeddings
  generated by a separate server/app instance
2022-09-12 11:09:40 +03:00
Debanjum Singh Solanky
a701ad08b9 Support multiple input-filters to configure content to index via khoj.yml
- Update existings code, tests to process input-filters as list
  instead of str
- Test `text_to_jsonl' get files methods to work with combination of
  `input-files' and `input-filters'

Resolves 
2022-09-12 11:08:59 +03:00
Debanjum Singh Solanky
9d369ae4df Fix OrgNode render of entries with property drawers and empty body
- Issue
  - Indent regex was previously catching escape sequences like newlines
  - This was resulting in entries with only escape sequences in body to
    be prepended to property drawers etc during rendering
- Fix
  - Update indent regex to only look for spaces in each line
  - Only render body when body contains non-escape characters
  - Create test to prevent this regression from silently resurfacing
2022-09-11 16:09:19 +03:00
Debanjum Singh Solanky
253c9eae9a Set index_heading_entries field in config to index entries with no body
- Previously heading entries were not indexed to maintain search quality
- But given that there are use-cases for indexing entries with no body
- Add a configurable `index_heading_entries' field to index heading entries
- This `TextContentConfig' field is currently only used for OrgMode content
2022-09-11 16:09:19 +03:00
Debanjum Singh Solanky
1d3b3d5f39 Convert field get/set methods in OrgNode class to @property
- Use more descriptive variable names in OrgNode parser and class
- Convert OrgNode fields to private/protected, use property methods to
  get/set them
2022-09-11 14:59:28 +03:00
Debanjum Singh Solanky
e951ba37ad Raise exception when org file not found
- No need to catch the IOError in OrgNode
2022-09-11 01:09:24 +03:00
Debanjum Singh Solanky
9b2845de06 Add basic tests for beancount to jsonl conversion 2022-09-11 00:16:02 +03:00
Debanjum Singh Solanky
d3267554ae Add basic tests for markdown to jsonl conversion 2022-09-11 00:15:27 +03:00
Debanjum Singh Solanky
ebd5039bd1 Merge branch 'master' into support-incremental-updates-of-embeddings 2022-09-10 22:37:13 +03:00
Debanjum Singh Solanky
ed8d432fdd Clean-up generated file after image search test run
- Clean-up unused imports in test files
2022-09-10 21:43:31 +03:00
Debanjum Singh Solanky
899bfc5c3e Test incremental update triggered on calling text_search.setup
- Previously updates to index required explicitly setting `regenerate=True`
- Now incremental update check made everytime on `text_search.setup` now
- Test if index automatically updates when call `text_search.setup`
  with new content even with `regenerate=False`
2022-09-10 21:02:27 +03:00
Debanjum Singh Solanky
c17a0fd05b Do not store word filters index to file. Not necessary for now
- It's more of a hassle to not let word filter go stale on entry
  updates
- Generating index on 120K lines of notes takes 1s. Loading from file
  takes 0.2s. For less content load time difference will be even smaller
- Let go of startup time improvement for simplicity for now
2022-09-10 21:01:54 +03:00
Debanjum Singh Solanky
b9a6e80629 Make OrgNode tags stable sorted to find new entries for incremental updates
- Having Tags as sets was returning them in a different order
  everytime
- This resulted in spuriously identifying existing entries as new
  because their tags ordering changed
- Converting tags to list fixes the issue and identifies updated new
  entries for incremental update correctly
2022-09-10 20:59:52 +03:00
Debanjum Singh Solanky
2f7a6af56a Support incremental update of org-mode entries and embeddings
- What
  - Hash the entries and compare to find new/updated entries
  - Reuse embeddings encoded for existing entries
  - Only encode embeddings for updated or new entries
  - Merge the existing and new entries and embeddings to get the updated
    entries, embeddings

- Why
  - Given most note text entries are expected to be unchanged
    across time. Reusing their earlier encoded embeddings should
    significantly speed up embeddings updates
  - Previously we were regenerating embeddings for all entries,
    even if they had existed in previous runs
2022-09-10 20:58:33 +03:00
Debanjum Singh Solanky
976397bd82 Ignore empty #+TITLE, merge multiple #+TITLE for 0th level headings 2022-09-10 15:34:47 +03:00
Debanjum Singh Solanky
2b58218b56 Reuse search models across sessions. Merge unused pytest fixtures
- Remove unused model_dir pytest fixture. It was only being used by
  the content_config fixture, not by any tests
- Reuse existing search models downloaded to khoj directory.
  Downloading search models for each pytest sessions seems excessive and
  slows down tests quite a bit
2022-09-10 15:34:31 +03:00
Debanjum Singh Solanky
11917c6ddd Do not normalize absolute filenames for creating links in OrgNode 2022-09-10 15:34:31 +03:00
Debanjum Singh Solanky
d6bd7bf3e1 Fix initializing OrgNode level to string to parse org files
- Parsed `level` argument passed to OrgNode during init is expected to
  be a string, not an integer
- This was resulting in app failure only when parsing org files with
  no headings, like in issue , as level is set to string of `*`s
  the moment a heading is found in the current file
2022-09-10 14:21:08 +03:00