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Signal Detail

esg-rag-chatbot

This is a raw crawl record from GitHub, currently mapped to #14 on the Momentum board.

GitHubNEWApr 20, 16:21

Record Summary

Momentum #14

github+hackernews+rss

Production-grade ESG RAG chatbot — LangChain, FastAPI, Docker, GCP Current movement: NEW. Note: "First time on the board".

Score72

Confidence78%

Surge+9%

Captured atApr 20, 16:21

GitHubesgfastapi

Current tool mapping

Captured nameesg-rag-chatbot

This is the name captured in the original signal at crawl time.

Current display nameesg-rag-chatbot

The system default name is still in use.

Current websitegithub.com

The system default website is still in use.

Current categoryAI Coding

The system default category is still in use.

Open tool research page

Source snapshot

GitHubRudy-Nzau/esg-rag-chatbot

github.com

Production-grade ESG RAG chatbot — LangChain, FastAPI, Docker, GCP

Author / PublisherRudy-Nzau

Published atApr 20, 16:20

PythonStars 0Forks 0

GitHub Repo

Page snapshot

GitHubGitHub - Rudy-Nzau/esg-rag-chatbot: Production-grade ESG RAG chatbot — LangChain, FastAPI, Docker, GCP

Fetched

Production-grade ESG RAG chatbot — LangChain, FastAPI, Docker, GCP - Rudy-Nzau/esg-rag-chatbot

Fetched atApr 20, 19:00

Published atWaiting for sync

Domaingithub.com

HTTP status200

AuthorNot recorded

Cache statusFresh cache

Open canonical URL

Record metadata

Snapshot keylive-20260420162121096977-fd8afe

External ID1216158914

Source namegithub+hackernews+rss

ProviderGitHub

Open original source Back to tool page

Structured fields

RepositoryRudy-Nzau/esg-rag-chatbot

LanguagePython

Stars0

Forks0

Watchers0

Issues0

Updated At2026-04-20T16:20:25Z

Aggregated Source Count1

Raw Payload

Raw crawl payload

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  "entity_key": "name:esgragchatbot",
  "source_count": 1,
  "providers": [
    {
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      "slug": "github-Rudy-Nzau-esg-rag-chatbot",
      "external_id": "1216158914",
      "external_url": "https://github.com/Rudy-Nzau/esg-rag-chatbot",
      "metric_value": 225,
      "payload": {
        "id": 1216158914,
        "node_id": "R_kgDOSH0cwg",
        "name": "esg-rag-chatbot",
        "full_name": "Rudy-Nzau/esg-rag-chatbot",
        "private": false,
        "owner": {
          "login": "Rudy-Nzau",
          "id": 68857017,
          "node_id": "MDQ6VXNlcjY4ODU3MDE3",
          "avatar_url": "https://avatars.githubusercontent.com/u/68857017?v=4",
          "gravatar_id": "",
          "url": "https://api.github.com/users/Rudy-Nzau",
          "html_url": "https://github.com/Rudy-Nzau",
          "followers_url": "https://api.github.com/users/Rudy-Nzau/followers",
          "following_url": "https://api.github.com/users/Rudy-Nzau/following{/other_user}",
          "gists_url": "https://api.github.com/users/Rudy-Nzau/gists{/gist_id}",
          "starred_url": "https://api.github.com/users/Rudy-Nzau/starred{/owner}{/repo}",
          "subscriptions_url": "https://api.github.com/users/Rudy-Nzau/subscriptions",
          "organizations_url": "https://api.github.com/users/Rudy-Nzau/orgs",
          "repos_url": "https://api.github.com/users/Rudy-Nzau/repos",
          "events_url": "https://api.github.com/users/Rudy-Nzau/events{/privacy}",
          "received_events_url": "https://api.github.com/users/Rudy-Nzau/received_events",
          "type": "User",
          "user_view_type": "public",
          "site_admin": false
        },
        "html_url": "https://github.com/Rudy-Nzau/esg-rag-chatbot",
        "description": "Production-grade ESG RAG chatbot — LangChain, FastAPI, Docker, GCP",
        "fork": false,
        "url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot",
        "forks_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/forks",
        "keys_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/keys{/key_id}",
        "collaborators_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/collaborators{/collaborator}",
        "teams_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/teams",
        "hooks_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/hooks",
        "issue_events_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/issues/events{/number}",
        "events_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/events",
        "assignees_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/assignees{/user}",
        "branches_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/branches{/branch}",
        "tags_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/tags",
        "blobs_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/git/blobs{/sha}",
        "git_tags_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/git/tags{/sha}",
        "git_refs_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/git/refs{/sha}",
        "trees_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/git/trees{/sha}",
        "statuses_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/statuses/{sha}",
        "languages_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/languages",
        "stargazers_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/stargazers",
        "contributors_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/contributors",
        "subscribers_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/subscribers",
        "subscription_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/subscription",
        "commits_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/commits{/sha}",
        "git_commits_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/git/commits{/sha}",
        "comments_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/comments{/number}",
        "issue_comment_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/issues/comments{/number}",
        "contents_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/contents/{+path}",
        "compare_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/compare/{base}...{head}",
        "merges_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/merges",
        "archive_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/{archive_format}{/ref}",
        "downloads_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/downloads",
        "issues_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/issues{/number}",
        "pulls_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/pulls{/number}",
        "milestones_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/milestones{/number}",
        "notifications_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/notifications{?since,all,participating}",
        "labels_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/labels{/name}",
        "releases_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/releases{/id}",
        "deployments_url": "https://api.github.com/repos/Rudy-Nzau/esg-rag-chatbot/deployments",
        "created_at": "2026-04-20T16:17:47Z",
        "updated_at": "2026-04-20T16:20:25Z",
        "pushed_at": "2026-04-20T16:19:52Z",
        "git_url": "git://github.com/Rudy-Nzau/esg-rag-chatbot.git",
        "ssh_url": "git@github.com:Rudy-Nzau/esg-rag-chatbot.git",
        "clone_url": "https://github.com/Rudy-Nzau/esg-rag-chatbot.git",
        "svn_url": "https://github.com/Rudy-Nzau/esg-rag-chatbot",
        "homepage": null,
        "size": 0,
        "stargazers_count": 0,
        "watchers_count": 0,
        "language": "Python",
        "has_issues": true,
        "has_projects": true,
        "has_downloads": true,
        "has_wiki": true,
        "has_pages": false,
        "has_discussions": false,
        "forks_count": 0,
        "mirror_url": null,
        "archived": false,
        "disabled": false,
        "open_issues_count": 0,
        "license": null,
        "allow_forking": true,
        "is_template": false,
        "web_commit_signoff_required": false,
        "has_pull_requests": true,
        "pull_request_creation_policy": "all",
        "topics": [
          "esg",
          "fastapi",
          "langchain",
          "llm",
          "python",
          "rag"
        ],
        "visibility": "public",
        "forks": 0,
        "open_issues": 0,
        "watchers": 0,
        "default_branch": "main",
        "temp_clone_token": null,
        "network_count": 0,
        "subscribers_count": 0
      }
    }
  ]
}