{"id":17526491,"url":"https://github.com/distribute-dev/dagen","last_synced_at":"2025-03-06T06:30:34.476Z","repository":{"id":243323099,"uuid":"812114095","full_name":"distribute-dev/dagen","owner":"distribute-dev","description":"Agents and RAG workflows with little to no code","archived":false,"fork":false,"pushed_at":"2024-12-19T03:27:49.000Z","size":42,"stargazers_count":19,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-19T04:30:55.228Z","etag":null,"topics":["agentic-framework","agentic-rag","agentic-workflow","agents","ai","llm","rag"],"latest_commit_sha":null,"homepage":"","language":"Go","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/distribute-dev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2024-06-08T02:06:39.000Z","updated_at":"2024-12-19T03:27:52.000Z","dependencies_parsed_at":"2024-12-19T04:31:34.285Z","dependency_job_id":"760ed6eb-ed78-46da-b9fa-1b2b1214100d","html_url":"https://github.com/distribute-dev/dagen","commit_stats":null,"previous_names":["cohix/ragoo","distribute-dev/dagen"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/distribute-dev%2Fdagen","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/distribute-dev%2Fdagen/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/distribute-dev%2Fdagen/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/distribute-dev%2Fdagen/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/distribute-dev","download_url":"https://codeload.github.com/distribute-dev/dagen/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":242161207,"owners_count":20081824,"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","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":["agentic-framework","agentic-rag","agentic-workflow","agents","ai","llm","rag"],"created_at":"2024-10-20T15:01:49.714Z","updated_at":"2025-03-06T06:30:34.461Z","avatar_url":"https://github.com/distribute-dev.png","language":"Go","funding_links":[],"categories":["Go"],"sub_categories":[],"readme":"# dagen\n\u003e d(istributed)agen(ts)\n\n## Overview\nCreate Agents and RAG workflows with little to no code.\n\n- Experiment with Agents and RAG workflows with only YAML configuration. Iterate quickly.\n- Easily import data from various sources, generate embeddings, store the data in a vector db. Keep that data continuously up to date.\n- Extend your experiments into full applications by adding custom tools and (optionally) writing some code.\n\n## Project Goals\n- Create composable workflows which can be exposed as API endpoints or run on schedules.\n- Achieve significant progress on Agent/RAG prototyping without needing to invest large amounts of time.\n- Provide plugins for various services such as vector databases, LLMs, and data importers.\n- Move past prototyping with code and plugin escape hatches. Assist in evaluating quality.\n- Deploy \"for real\" and successfully serve production traffic. Eventually.\n\n## Features\nImplemented:\n- YAML config for expressing Agent/RAG workflows, routes, and plugins\n- Plugins for:\n\t- Importers: files\n\t- Vector DBs: DuckDB\n\t- LLM Services: Ollama\n\t- Embedders: Ollama\n- HTTP server to expose workflows\n\nPlanned:\n- Pluggable tools with LLM tool_choice support:\n\t- STDIN/STDOUT binaries\n\t- HTTP endpoints\n\t- Go packages\n\t- Workflows (LLM from one workflow can call another workflow)\n- Observability (OpenTelemetry)\n- Support for more types of plugins\n- More extensive prompt templating support\n\n## More information\nSee [the example config file](./ragoo.yaml) to get started. It uses docs from [Kubernetes the Hard Way](https://github.com/kelseyhightower/kubernetes-the-hard-way) (cloned locally) as example data.\n\nRequires Go 1.22 to build. Default configuration uses Ollama for easy demonstration.\n\nEarly experimental phase.\n\nApache 2.0 Licensed.\nCopyright Connor Hicks and contributors, 2024.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdistribute-dev%2Fdagen","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdistribute-dev%2Fdagen","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdistribute-dev%2Fdagen/lists"}