Comparison
botpress vs rags
Verdict
Pick botpress if botpress is an open-source hub for building and deploying AI agents, including chatbots that integrate with LLMs like GPT. It offers TypeScript-based development, MIT-licensed projects, and a focused approach on ease of舱; pick rags if decision-critical facts for 'rags':.
Markdown twin · botpress alternatives · rags alternatives
GraphCanon updated 2d
Trust & integrity
| Signal | botpress | rags |
|---|---|---|
| Maintenance | Very active (0d since push) As of 5d · github_public_v1 | Dormant (865d since push) As of 2d · github_public_v1 |
| Provenance | Not a fork · Organization account As of 5d · github_public_v1 | Not a fork · Organization account As of 2d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- botpress
- The open-source hub to build & deploy GPT/LLM Agents
- rags
- Build ChatGPT over your data with natural language
Stars
- botpress
- 15k
- rags
- 6.5k
Forks
- botpress
- 2.3k
- rags
- 656
Open issues
- botpress
- 48
- rags
- 37
Language
- botpress
- TypeScript
- rags
- Python
Adopt for
- botpress
- Botpress is an open-source hub for building and deploying AI agents, including chatbots that integrate with LLMs like GPT. It offers TypeScript-based development, MIT-licensed projects, and a focused approach on ease of舱
- rags
- Decision-critical facts for 'rags':
Persona
- botpress
- -
- rags
- -
Runtime
- botpress
- -
- rags
- -
License
- botpress
- MIT License
- rags
- MIT License
Last pushed
- botpress
- Aug 14, 2026
- rags
- Apr 5, 2024
Categories
- botpress
- AI Agents, Developer Tools
- rags
- AI Agents, Data & Retrieval
Trust and health
Maintenance
- botpress
- Very active (96%)
- rags
- Dormant (18%)
Days since push
- botpress
- 0d
- rags
- 865d
Open issues (now)
- botpress
- 48
- rags
- 37
Stars delta
- botpress
- +85 (30d)
- rags
- +6 (30d)
Open issues delta
- botpress
- +26 (30d)
- rags
- -1 (30d)
OSV dependency advisories
- botpress
- No lockfile (source not queried)
- rags
- Published findings
Full report
- botpress
- Trust report
- rags
- Trust report
Typed relationship
botpress alternative ragsBoth RAGs and botpress are focused on the development of chatbots and agents, including those powered by GPT/LLMs.
Choose botpress if…
- botpress is primarily TypeScript; rags is Python.
- Both RAGs and botpress are focused on the development of chatbots and agents, including those powered by GPT/LLMs.
- Tags unique to botpress: ai, botpress, gpt, nlp.
- Also covers Developer Tools.
- You need to build or update chatbots which leverage GPT/LLM technology effectively.
When NOT to use botpress
- You seek proprietary or closed-source development tools that offer custom enterprise features not available in open-source alternatives.
- If your project specifically requires languages other than TypeScript for bot development.
- When looking for a tool with more stringent version control, as once an integration is made public on Botpress Hub, it cannot be updated.
Choose rags if…
- rags is primarily Python; botpress is TypeScript.
- Requirements: Installation leverages poetry for dependency management.; Setup requires configuration with OpenAI key and potentially creating a virtual environment..
- Both RAGs and botpress are focused on the development of chatbots and agents, including those powered by GPT/LLMs.
- Tags unique to rags: chatgpt, rag, streamlit.
- Also covers Data & Retrieval.
- When leveraging natural language queries over proprietary user data using OpenAI services.
When NOT to use rags
- Not suitable if you seek solutions not dependent on OpenAI's services as the underlying framework is tightly coupled with OpenAI APIs.
- Avoid using rags if your project involves sensitive or highly confidential data since it requires integrating API keys, potentially posing security concerns.
- If your team does not have familiarity or access to Streamlit for app development, you might find setting up and deploying a conversational agent more challenging.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (botpress/botpress) · observed Aug 15, 2026
- GitHub forks (botpress/botpress) · observed Aug 15, 2026
- Last push (botpress/botpress) · observed Aug 14, 2026
- License file (MIT) · observed Aug 15, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (run-llama/rags) · observed Aug 18, 2026
- GitHub forks (run-llama/rags) · observed Aug 18, 2026
- Last push (run-llama/rags) · observed Apr 5, 2024
- License file (MIT) · observed Aug 18, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: botpress 15k · rags 6.5k (synced Aug 15, 2026).
Common questions
- What is the difference between botpress and rags?
- botpress: The open-source hub to build & deploy GPT/LLM Agents. rags: Build ChatGPT over your data with natural language. See the comparison table for live GitHub stats and shared categories.
- When should I choose botpress over rags?
- Choose botpress over rags when botpress is primarily TypeScript; rags is Python; Both RAGs and botpress are focused on the development of chatbots and agents, including those powered by GPT/LLMs; Tags unique to botpress: ai, botpress, gpt, nlp; Also covers Developer Tools; You need to build or update chatbots which leverage GPT/LLM technology effectively.
- When should I choose rags over botpress?
- Choose rags over botpress when rags is primarily Python; botpress is TypeScript; Requirements: Installation leverages poetry for dependency management.; Setup requires configuration with OpenAI key and potentially creating a virtual environment.; Both RAGs and botpress are focused on the development of chatbots and agents, including those powered by GPT/LLMs; Tags unique to rags: chatgpt, rag, streamlit; Also covers Data & Retrieval; When leveraging natural language queries over proprietary user data using OpenAI services.
- When should I avoid botpress?
- You seek proprietary or closed-source development tools that offer custom enterprise features not available in open-source alternatives. If your project specifically requires languages other than TypeScript for bot development. When looking for a tool with more stringent version control, as once an integration is made public on Botpress Hub, it cannot be updated.
- When should I avoid rags?
- Not suitable if you seek solutions not dependent on OpenAI's services as the underlying framework is tightly coupled with OpenAI APIs. Avoid using rags if your project involves sensitive or highly confidential data since it requires integrating API keys, potentially posing security concerns. If your team does not have familiarity or access to Streamlit for app development, you might find setting up and deploying a conversational agent more challenging.
- Is botpress or rags more popular on GitHub?
- botpress has more GitHub stars (14,869 vs 6,549). Stars measure visibility, not whether either tool fits your constraints.
- Are botpress and rags open source?
- Yes - both are open-source projects on GitHub (botpress: MIT, rags: MIT).
- Where can I find alternatives to botpress or rags?
- GraphCanon lists graph-backed alternatives at botpress alternatives and rags alternatives (botpress markdown twin, rags markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, botpress or rags?
- botpress: Very active. rags: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for botpress and rags?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: botpress trust report; rags trust report.