RRepoGEO

REPOGEO REPORT · LITE

video-db/StreamRAG

Default branch main · commit 31197ee4 · scanned 6/9/2026, 11:23:25 PM

GitHub: 503 stars · 35 forks

Scan history for this repo

Score trend below includes all ready runs (older left, newer right; scroll horizontally if needed). The table is collapsed by default—expand for newest-first rows, 10 per page.

Score trend (left → right: older → newer)

2 ready scans. Expand the table below for newest-first rows (10 per page, paginated).

AI VISIBILITY SCORE
35 /100
Critical
Category recall
0 / 2
Not recommended in any query
Rule findings
1 pass · 1 warn · 0 fail
Objective metadata checks
AI knows your name
3 / 3
Direct prompts that named your repo
HOW TO READ THIS REPORT

Action plan is what to do next — copy-pasteable changes prioritized by impact. Category visibility is the real GEO test: when a user asks an AI a brand-free question that should surface video-db/StreamRAG, does the AI actually recommend you — or your competitors? Objective checks verify the metadata signals AI engines weight first. Self-mention check detects whether AI even knows you exist by name.

Category GEO backends resolved for this scan: google/gemini-2.5-flash, deepseek/deepseek-v4-flash

Category visibility — the real GEO test

Brand-free queries asked to google/gemini-2.5-flash. Did AI recommend you, or someone else?

Same questions for every model — switch tabs to compare answers and rankings.

Recall
0 / 2
0% of queries surface video-db/StreamRAG
Avg rank
—
Lower is better. #1 = top recommendation.
Share of voice
0%
Of all named tools, what % are you?
Top rival
LangChain
Recommended in 2 of 2 queries
COMPETITOR LEADERBOARD
  1. LangChain · recommended 2×
  2. Elasticsearch · recommended 2×
  3. LlamaIndex · recommended 2×
  4. OpenAI API (Whisper) · recommended 1×
  5. OpenAI API (GPT-4o/GPT-4 Turbo) · recommended 1×
  • CATEGORY QUERY
    How to build an AI agent for searching and summarizing content from a video library?
    you: not recommended
    AI recommended (in order):
    1. OpenAI API (Whisper)
    2. OpenAI API (GPT-4o/GPT-4 Turbo)
    3. LangChain
    4. ChromaDB
    5. Pinecone
    6. Streamlit
    7. Gradio
    8. Google Cloud Video AI
    9. Google Cloud Vertex AI (Gemini Pro)
    10. PostgreSQL
    11. pgvector
    12. Flask
    13. Django
    14. Hugging Face Transformers (Whisper)
    15. Hugging Face Transformers (T5 / BART)
    16. FAISS
    17. Elasticsearch
    18. AssemblyAI
    19. LlamaIndex
    20. Weaviate
    21. React
    22. Vue.js
    23. Deepgram
    24. Haystack
    25. Qdrant
    26. Dash
    27. Plotly

    AI recommended 27 alternatives but never named video-db/StreamRAG. This is the gap to close.

    Show full AI answer
  • CATEGORY QUERY
    Tool to enable conversational AI search and streaming across a collection of videos?
    you: not recommended
    AI recommended (in order):
    1. DeepMotion
    2. Vimeo Enterprise
    3. Google Cloud Video Intelligence API
    4. AWS Rekognition Video
    5. Google Dialogflow
    6. Microsoft Azure Bot Service
    7. Twilio Flex
    8. Twilio Video
    9. IBM Watson Assistant
    10. Rasa
    11. Kaltura
    12. OpenAI's Whisper
    13. Elasticsearch
    14. LangChain
    15. LlamaIndex
    16. Azure Media Services
    17. Azure Video Indexer
    18. Azure OpenAI Service
    19. AWS Elemental Media Services
    20. AWS Elemental MediaConvert
    21. AWS Elemental MediaLive
    22. AWS Elemental MediaPackage
    23. AWS Transcribe
    24. Amazon Lex
    25. Amazon Kendra

    AI recommended 25 alternatives but never named video-db/StreamRAG. This is the gap to close.

    Show full AI answer

Objective checks

Rule-based audits of metadata signals AI engines weight most.

  • Metadata completeness
    warn

    Suggestion:

  • README presence
    pass

Self-mention check

Does AI even know your repo exists when asked about it directly?

  • Compared to common alternatives in this category, what is the core differentiator of video-db/StreamRAG?
    pass
    AI named video-db/StreamRAG explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • If a team adopts video-db/StreamRAG in production, what risks or prerequisites should they evaluate first?
    pass
    AI named video-db/StreamRAG explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

  • In one sentence, what problem does the repo video-db/StreamRAG solve, and who is the primary audience?
    pass
    AI named video-db/StreamRAG explicitly

    AI answers can be confidently wrong. Read for accuracy: does it match your actual tech stack, audience, and differentiator?

Embed your GEO score

Drop this badge into the README of video-db/StreamRAG. It auto-updates whenever the report is rescanned and links back to the latest report — easy public proof that you care about AI discoverability.

RepoGEO badge previewLive preview
MARKDOWN (README)
[![RepoGEO](https://repogeo.com/badge/video-db/StreamRAG.svg)](https://repogeo.com/en/r/video-db/StreamRAG)
HTML
<a href="https://repogeo.com/en/r/video-db/StreamRAG"><img src="https://repogeo.com/badge/video-db/StreamRAG.svg" alt="RepoGEO" /></a>
Pro

Subscribe to Pro for deep diagnoses

video-db/StreamRAG — Lite scans stay free; this card itemizes Pro deep limits vs Lite.

  • Deep reports10 / month
  • Brand-free category queries5 vs 2 in Lite
  • Prioritized action items8 vs 3 in Lite