{"id":15053970,"url":"https://github.com/runtime-error786/adaptive-self-rag","last_synced_at":"2026-02-10T03:04:42.504Z","repository":{"id":256779850,"uuid":"856403701","full_name":"runtime-error786/Adaptive-Self-RAG","owner":"runtime-error786","description":null,"archived":false,"fork":false,"pushed_at":"2024-09-15T07:32:34.000Z","size":940,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-07T06:09:12.968Z","etag":null,"topics":["agents","huggingface-transformers","langgraph","llama3"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/runtime-error786.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-09-12T14:20:04.000Z","updated_at":"2024-12-31T19:23:15.000Z","dependencies_parsed_at":"2024-09-15T10:38:06.247Z","dependency_job_id":null,"html_url":"https://github.com/runtime-error786/Adaptive-Self-RAG","commit_stats":null,"previous_names":["runtime-error786/adaptive-rag","runtime-error786/adaptive-self-rag"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/runtime-error786/Adaptive-Self-RAG","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/runtime-error786%2FAdaptive-Self-RAG","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/runtime-error786%2FAdaptive-Self-RAG/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/runtime-error786%2FAdaptive-Self-RAG/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/runtime-error786%2FAdaptive-Self-RAG/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/runtime-error786","download_url":"https://codeload.github.com/runtime-error786/Adaptive-Self-RAG/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/runtime-error786%2FAdaptive-Self-RAG/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":270988017,"owners_count":24680662,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","status":"online","status_checked_at":"2025-08-18T02:00:08.743Z","response_time":89,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["agents","huggingface-transformers","langgraph","llama3"],"created_at":"2024-09-24T21:38:18.912Z","updated_at":"2026-02-10T03:04:42.382Z","avatar_url":"https://github.com/runtime-error786.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Overview\n\nThis project integrates a retrieval-augmented generation (RAG) system using LangChain and a local LLM (Llama) model. The goal is to retrieve relevant documents based on a user's query, generate answers from these document, and perform various evaluation steps such as checking document relevance, hallucination grading, and more.\n\n## Key Features\n\nDocument Retrieval: Retrieves relevant documents from a Chroma vectorstore or web search based on a user's query.\n\n\nDocument Relevance Grading: Filters retrieved documents to ensure they are relevant to the user's question.\n\n\nQuery Rewriting: Improves the user's question for better document retrieval performance.\n\n\nAnswer Generation: Uses RAG to generate answers based on the retrieved documents.\n\n\nWeb Search: Routes questions outside the vectorstore's scope to a web search tool.\n\n![output](https://github.com/user-attachments/assets/df8903b2-f57d-4a11-9104-4c6ee3c512aa)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruntime-error786%2Fadaptive-self-rag","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fruntime-error786%2Fadaptive-self-rag","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fruntime-error786%2Fadaptive-self-rag/lists"}