mirror of
https://github.com/khoj-ai/khoj.git
synced 2025-02-17 16:14:21 +00:00
Use Github REST API and Index Commit Messages off Github Repository
- Migrate to Github REST API instead of Llama Hub to index Markdown Docs in Github Repository - Index Commit Messages from Github Repository as well
This commit is contained in:
commit
e06be395f9
3 changed files with 111 additions and 31 deletions
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@ -56,7 +56,7 @@ dependencies = [
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"aiohttp == 3.8.4",
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"langchain >= 0.0.187",
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"pypdf >= 3.9.0",
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"llama-hub==0.0.3",
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"requests >= 2.26.0",
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]
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dynamic = ["version"]
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@ -34,6 +34,9 @@
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function render_markdown(query, data) {
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var md = window.markdownit();
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return md.render(data.map(function (item) {
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lines = item.entry.split("\n")
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if (item.additional.file.startsWith("http"))
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return `${lines[0]}\t[*](${item.additional.file})\n${lines.slice(1).join("\n")}`
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return `${item.entry}`
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}).join("\n"));
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}
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@ -1,12 +1,18 @@
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# Standard Packages
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import logging
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from llama_index import download_loader
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import time
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from typing import Dict, List
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# External Packages
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import requests
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# Internal Packages
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from khoj.utils.helpers import timer
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from khoj.utils.rawconfig import GithubContentConfig
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from llama_hub.github_repo import GithubRepositoryReader, GithubClient
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from khoj.utils.rawconfig import Entry, GithubContentConfig
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from khoj.processor.markdown.markdown_to_jsonl import MarkdownToJsonl
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from khoj.processor.text_to_jsonl import TextToJsonl
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from khoj.utils.jsonl import dump_jsonl, compress_jsonl_data
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from khoj.utils import state
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logger = logging.getLogger(__name__)
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@ -14,31 +20,37 @@ logger = logging.getLogger(__name__)
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class GithubToJsonl(TextToJsonl):
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def __init__(self, config: GithubContentConfig):
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super().__init__(config)
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download_loader("GithubRepositoryReader")
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self.config = config
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self.repo_url = f"https://api.github.com/repos/{self.config.repo_owner}/{self.config.repo_name}"
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@staticmethod
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def wait_for_rate_limit_reset(response, func, *args, **kwargs):
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if response.status_code != 200 and response.headers.get("X-RateLimit-Remaining") == "0":
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wait_time = int(response.headers.get("X-RateLimit-Reset")) - int(time.time())
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logger.info(f"Github Rate limit reached. Waiting for {wait_time} seconds")
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time.sleep(wait_time)
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return func(*args, **kwargs)
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else:
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return
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def process(self, previous_entries=None):
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try:
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self.initialize()
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except Exception as e:
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logger.error(
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f"Unable to initialize Github Repository Reader for {self.config.repo_owner}/{self.config.repo_name}"
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)
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raise e
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with timer("Download github repo", logger):
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with timer("Download markdown files from github repo", logger):
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try:
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docs = self.get_markdown_files()
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except Exception as e:
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logger.error(f"Unable to download github repo for {self.config.repo_owner}/{self.config.repo_name}")
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logger.error(f"Unable to download github repo {self.config.repo_owner}/{self.config.repo_name}")
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raise e
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logger.info(f"Found {len(docs)} documents in {self.config.repo_owner}/{self.config.repo_name}")
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logger.info(f"Found {len(docs)} documents in github repo {self.config.repo_owner}/{self.config.repo_name}")
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with timer("Extract markdown entries from github repo", logger):
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current_entries = MarkdownToJsonl.convert_markdown_entries_to_maps(
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*GithubToJsonl.extract_markdown_entries(docs)
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)
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with timer("Extract commit messages from github repo", logger):
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current_entries += self.convert_commits_to_entries(self.get_commits())
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with timer("Split entries by max token size supported by model", logger):
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current_entries = TextToJsonl.split_entries_by_max_tokens(current_entries, max_tokens=256)
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@ -51,7 +63,7 @@ class GithubToJsonl(TextToJsonl):
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current_entries, previous_entries, key="compiled", logger=logger
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)
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with timer("Write markdown entries to JSONL file", logger):
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with timer("Write github entries to JSONL file", logger):
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# Process Each Entry from All Notes Files
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entries = list(map(lambda entry: entry[1], entries_with_ids))
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jsonl_data = MarkdownToJsonl.convert_markdown_maps_to_jsonl(entries)
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@ -64,19 +76,84 @@ class GithubToJsonl(TextToJsonl):
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return entries_with_ids
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def initialize(self):
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logger.info(f"Initializing Github Repository Reader for {self.config.repo_owner}/{self.config.repo_name}")
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github_client = GithubClient(self.config.pat_token)
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self.loader = GithubRepositoryReader(
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github_client,
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owner=self.config.repo_owner,
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repo=self.config.repo_name,
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filter_file_extensions=([".md"], GithubRepositoryReader.FilterType.INCLUDE),
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verbose=state.verbose > 1,
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)
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def get_markdown_files(self):
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return self.loader.load_data(branch=self.config.repo_branch)
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# Get the contents of the repository
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repo_content_url = f"{self.repo_url}/git/trees/{self.config.repo_branch}"
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headers = {"Authorization": f"token {self.config.pat_token}"}
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params = {"recursive": "true"}
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response = requests.get(repo_content_url, headers=headers, params=params)
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contents = response.json()
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# Wait for rate limit reset if needed
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result = self.wait_for_rate_limit_reset(response, self.get_markdown_files)
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if result is not None:
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return result
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# Extract markdown files from the repository
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markdown_files = []
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for item in contents["tree"]:
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# Find all markdown files in the repository
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if item["type"] == "blob" and item["path"].endswith(".md"):
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# Create URL for each markdown file on Github
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url_path = f'https://github.com/{self.config.repo_owner}/{self.config.repo_name}/blob/{self.config.repo_branch}/{item["path"]}'
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# Add markdown file contents and URL to list
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markdown_files += [{"content": self.get_file_contents(item["url"]), "path": url_path}]
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return markdown_files
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def get_file_contents(self, file_url):
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# Get text from each markdown file
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headers = {"Authorization": f"token {self.config.pat_token}", "Accept": "application/vnd.github.v3.raw"}
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response = requests.get(file_url, headers=headers)
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# Wait for rate limit reset if needed
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result = self.wait_for_rate_limit_reset(response, self.get_file_contents, file_url)
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if result is not None:
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return result
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return response.content.decode("utf-8")
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def get_commits(self) -> List[Dict]:
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# Get commit messages from the repository using the Github API
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commits_url = f"{self.repo_url}/commits"
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headers = {"Authorization": f"token {self.config.pat_token}"}
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params = {"per_page": 100}
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commits = []
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while commits_url is not None:
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# Get the next page of commits
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response = requests.get(commits_url, headers=headers, params=params)
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raw_commits = response.json()
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# Wait for rate limit reset if needed
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result = self.wait_for_rate_limit_reset(response, self.get_commits)
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if result is not None:
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return result
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# Extract commit messages from the response
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for commit in raw_commits:
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commits += [{"content": commit["commit"]["message"], "path": commit["html_url"]}]
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# Get the URL for the next page of commits, if any
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commits_url = response.links.get("next", {}).get("url")
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return commits
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def convert_commits_to_entries(self, commits) -> List[Entry]:
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entries: List[Entry] = []
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for commit in commits:
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compiled = f'Commit message from {self.config.repo_owner}/{self.config.repo_name}:\n{commit["content"]}'
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entries.append(
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Entry(
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compiled=compiled,
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raw=f'### {commit["content"]}',
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heading=commit["content"].split("\n")[0],
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file=commit["path"],
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)
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)
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return entries
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@staticmethod
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def extract_markdown_entries(markdown_files):
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@ -84,6 +161,6 @@ class GithubToJsonl(TextToJsonl):
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entry_to_file_map = []
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for doc in markdown_files:
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entries, entry_to_file_map = MarkdownToJsonl.process_single_markdown_file(
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doc.get_text(), doc.extra_info.get("file_path"), entries, entry_to_file_map
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doc["content"], doc["path"], entries, entry_to_file_map
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)
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return entries, dict(entry_to_file_map)
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