{"id":37649631,"url":"https://github.com/contextco/raggle","last_synced_at":"2026-01-16T11:31:02.253Z","repository":{"id":251070541,"uuid":"832650262","full_name":"contextco/raggle","owner":"contextco","description":"RAGGLE - LLM-powered search and chat for all your team's data","archived":false,"fork":false,"pushed_at":"2024-12-04T12:26:50.000Z","size":1070,"stargazers_count":7,"open_issues_count":3,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2024-12-04T13:27:39.646Z","etag":null,"topics":["ai","internal-tools","llm","rag","search"],"latest_commit_sha":null,"homepage":"","language":"Ruby","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/contextco.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":"2024-07-23T12:55:06.000Z","updated_at":"2024-12-04T12:25:32.000Z","dependencies_parsed_at":"2024-08-15T18:14:28.246Z","dependency_job_id":null,"html_url":"https://github.com/contextco/raggle","commit_stats":null,"previous_names":["contextco/chat","contextco/raggle"],"tags_count":2,"template":false,"template_full_name":null,"purl":"pkg:github/contextco/raggle","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contextco%2Fraggle","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contextco%2Fraggle/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contextco%2Fraggle/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contextco%2Fraggle/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/contextco","download_url":"https://codeload.github.com/contextco/raggle/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/contextco%2Fraggle/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28478292,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-16T06:30:42.265Z","status":"ssl_error","status_checked_at":"2026-01-16T06:30:16.248Z","response_time":107,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"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":["ai","internal-tools","llm","rag","search"],"created_at":"2026-01-16T11:31:02.146Z","updated_at":"2026-01-16T11:31:02.248Z","avatar_url":"https://github.com/contextco.png","language":"Ruby","funding_links":[],"categories":[],"sub_categories":[],"readme":"![Github card](https://github.com/user-attachments/assets/6350c4e0-2985-4919-9d61-30fab0baeb4e)\n\n\n# Raggle By Context.ai\nRaggle is an open source, self-hosted alternative to **Glean** and **ChatGPT**: an employee LLM assistant with enterprise RAG search that can be deployed in your private cloud, without sharing data. \n\n- Perform RAG over all your team's data, today supporting Google Docs and Gmail, with more integrations coming soon\n- Chat with many frontier LLMs, with all the features you’d expect - like conversation history and document upload\n- Coming soon: support for self-hosted LLMs, and more search integrations \n\n## Get Started\n\nRaggle is designed to be fully self-hosted and can be deployed on most cloud infrastructure that supports Docker images.\n\n### Configuration\n\n1. Generate encryption credentials for your deployment.\n\n    ```\n    $ docker run ghcr.io/contextco/chat:latest bin/generate-keys\n\n    ENCRYPTION_KEY=xxx\n    ENCRYPTION_DETERMINISTIC_KEY=xxx\n    ENCRYPTION_KEY_DERIVATION_SALT=xxx\n    SECRET_KEY_BASE=xxx\n    ```\n\n    Copy the keys into your .env file (or otherwise into the environment where you will deploy this Docker image).\n\n\n1. Create a new Google OAuth application that can be used to authenticate your team and allow their Google Workspace data to be indexed. Follow the instructions [in the wiki](https://github.com/contextco/chat/wiki/Setup-Google-OAuth) to setup this integration.\n\n1. Add your OpenAI and Anthropic (optional) API keys as environment variables:\n\n   ```\n   OPENAI_KEY=xxx\n   ANTHROPIC_API_KEY=xxx\n   ```\n\n### Deployment\n\nA Raggle instance can be run in one of two ways:\n\n- **Monolithic** This version runs all dependencies within a single Docker image and is the simplest to setup.\n\n    **Pros**:\n    - All dependencies are included within a single Docker image, so no additional external services are required.\n    - Easiest to deploy and get started with.\n\n    **Cons**:\n    - Requires provisioning and mounting of a persistent disk to maintain database state across restarts.\n    - Harder to manage backups and versioning of persisted data.\n\n- **Server Only** Allows you to run the server and workers as independent services.\n\n    **Pros**:\n    - Can reuse existing database server resources.\n    - Requires slightly less resources to deploy.\n\n    **Cons**:\n    - Requires maintaining additional external Redis and Postgres dependencies, which may be overhead if you don't already maintain these.\n    - Some additional setup required to point the server instance at your external dependencies.\n\n\n#### Monolithic Deployment\n\n```\n # Assuming your environment variables are configured in .env\n\n docker run --env-file=.env \\\n   -p 3000:3000 \\\n   -v sidekick-data:/var/lib/postgresql/15/main \\\n   ghcr.io/contextco/chat:latest bin/monolith\n```\n\n#### Server-Only Deployment\n\nFor a server-only deployment you will need to configure two additional environment variables:\n- `DATABASE_URL` pointing to an accessible Postgres server (eg: postgresql://user:password@host:5432/my_database)\n- `REDIS_URL` pointing to an accessible Redis server (eg: redis://username:password@host:6379)\n\n```\n # Assuming your environment variables are configured in .env\n\n docker run --env-file=.env ghcr.io/contextco/chat:latest -p 3000:3000 bin/server-only\n```\n\n## Feedback?\nWe would love to hear it! Open an issue and let us know, or email us at henry@context.ai\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontextco%2Fraggle","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcontextco%2Fraggle","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcontextco%2Fraggle/lists"}