Commit graph

12 commits

Author SHA1 Message Date
sabaimran
79913d4c17
Add isort to the pre-commit configuration and apply it to the whole project (#595)
* Apply isort to the entire repository
* Fix missing import issues in text_to_entries
* Fix imports in migration files
2023-12-28 18:04:02 +05:30
Debanjum Singh Solanky
a0a7ab7ec8 Rename conversation.gpt4all package to conversation.offline 2023-11-26 04:19:32 -08:00
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
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
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
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
343854752c
Improve docker builds for local hosting (#476)
* 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 #477
2023-09-08 17:07:26 -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
124d97c26d
Replace Falcon 🦅 model with Llama V2 🦙 for offline chat (#352)
* 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
sabaimran
8b2af0b5ef
Add support for our first Local LLM 🤖🏠 (#330)
* 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