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DSPy logo

DSPy

RAG Frameworks

Verified Publisher·Pending reviewVerified Adoption·Pending reviewEnterprise Ready·Pending review

Python framework for programming and optimizing LLM systems with structured signatures, modules, teleprompters, RAG pipelines, and agents.

Public links
Visit WebsiteDocumentation

Developers also use

Generated from similarity, co-save, category, project, and adoption signals.

Pathway logo
Pathway

RAG Frameworks· pathway.com

Freemium

Python framework for streaming ETL, real-time analytics, LLM pipelines, and live RAG systems.

Why recommended

Same category

Keep evaluating DSPy

Comparisons, category adoption data, and shortlist guides that answer the questions this profile raises next.

Weigh DSPy against the alternatives

  • DSPy alternativesEvery rag frameworks product developers evaluate in place of DSPy.
  • DSPy vs PathwaySide-by-side pricing, API surface, and adoption evidence.
  • DSPy vs InstructorSide-by-side pricing, API surface, and adoption evidence.
  • DSPy vs HaystackSide-by-side pricing, API surface, and adoption evidence.

Enterprise fit

Buyer brief for procurement and architecture review

Source-labeled signals for cost, reliability, security, integration, and adoption proof. Missing compliance evidence is shown as a gap, not guessed.

Compare for enterpriseExport brief
Inferred

Commercial model

Open source profile signal; exact enterprise terms need buyer review.

View source
Needs verification

Reliability

No status page, uptime, or SLA evidence attached

Needs verification

Security/compliance

No security, trust, or compliance source attached

Source linked

Integration fit

API available with docs/profile signal

View source
Needs verification

Adoption proof

No public adoption proof attached

Buyer recommendation

Shortlist only after verifying Reliability and Security/compliance.

API signal supports workflow automation.Docs are linked for implementation review.Open-source path can reduce lock-in review.At least one buyer evidence source is linked or verified.

Vendor value loop

Vendors receive anonymous aggregate evaluation demand by default. Account details are shared only after explicit buyer contact or consent.

Request vendor contact

Real data backfill while adoption proof grows

These are source-linked enrichment paths for missing fields. They are treated as proxies until claimed-company data and first-party tokens& adoption events replace them.

GitHub repository APIfreeStars, forks, license, topics, releases, default branch, repo freshness, and public contributor signal.OpenSSF ScorecardfreeOpen-source security posture checks for repos before enterprise review.npm downloads APIfreePublic JavaScript package download trends for SDK/tool adoption proxies.PyPI StatsfreePublic Python package download trends for SDK/tool adoption proxies.Product Hunt APIfreemiumLaunch timing, maker activity, and early-adopter demand signals when products launch publicly.

Events / Tours

DSPy developer events

Hackathons, workshops, office hours, launches, and partner challenges tied to this product.

Claim or partner

No public events yet

Claimed teams can add hackathons, webinars, office hours, and challenges, then measure attendee to usage ROI.

AgentRank trust profile

Public proof buyers and agents can trust

Claim this tool to see who is evaluating it

AgentRank

51

Public signals · ★ 38,171

Trust Score

47

observed

Category Rank

#24

RAG Frameworks · public signals

Protocols

API, SDK

Agent-readable metadata

Tracked Developers

0

Known active developer activity

Profile Status

Unclaimed

Owner action needed

Trust Registry

AgentRank evidence file
observed

Source breakdown

GitHub38,171

68% confidence

Protocol support

APISDK
Adoption over time
Last 8 weeks+953 GitHub stars in 30d · cohort private · trust 47

Timeline appears after verified events.

We do not draw a fake adoption chart before live usage, self-reported proof, or challenge activity exists for this product.

Private (N<7)

active developers

Private (N<7)

verified adoptions

Private (N<7)

retention

Your developer adoption profile is already visible.

Claim it to verify data, add integrations, and unlock adoption intelligence on developers and accounts evaluating DSPy.

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Developer identities

See the builders behind saves, docs clicks, API calls, and retained usage.

Talk to sales

Account map

Developer identities, account mapping, retention cohorts, and competitor overlap are available on Growth and Enterprise plans.

About DSPy

Python framework for programming and optimizing LLM systems with structured signatures, modules, teleprompters, RAG pipelines, and agents.

Resources
Official websiteLink

Product website and positioning.

DocumentationLink

Developer documentation and implementation guide.

GitHub repositoryLink

Public source repository and project activity.

GitHub
3 Resources
GitHub Stats

38,171

Stars

3,336

Forks

712

Issues

Quick Info
PricingOpen source
Open sourceYes
API availableYes
62,248
1,685
Open source
Why recommended

Same category

Instructor logo
Instructor

RAG Frameworks· python.useinstructor.com

Open source

Structured-output library that adds validation, retries, and typed extraction across LLM providers and multiple languages.

Why recommended

Same category

13,927
1,257
Open source
Why recommended

Same category

Haystack logo
Haystack

RAG Frameworks· haystack.deepset.ai

Open source

Open-source framework for production LLM applications, RAG pipelines, search, and agentic workflows.

Why recommended

Same category

26,562
3,157
Open source
Why recommended

Same category

Unstract logo
Unstract

RAG Frameworks· unstract.com

Open source

Open-source LLM platform for extracting structured data from unstructured documents into APIs and ETL workflows.

Why recommended

Same category

7,239
716
Open source
Why recommended

Same category

DSPy vs UnstractSide-by-side pricing, API surface, and adoption evidence.

Check the adoption evidence

  • RAG Frameworks developers actually keep usingFiltered to products with verified usage events, cohort breadth, and retention.
  • AgentRank category rankingsHow every category is ordered by adoption proof, trust, and protocol support.
  • Best AI Tools for RAGShortlist guide for this category, with the tradeoffs written out.
  • Best Open Source AI ToolsShortlist guide for this category, with the tradeoffs written out.

Own DSPy? Generate its adoption badge embed, or claim the profile to send verified usage events.

Agent-readable protocol evidence raises trust and commercial readiness.

Benchmark proof

Benchmark proof pending

Attach latency, cost, accuracy, reliability, or eval evidence to unlock the performance component.

Trust gaps

Verify publisher ownership
Send SDK/API telemetry
Attach benchmark evidence

Enterprise verification can enrich evidence and export proof packages, but cannot buy rank.

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Next best action

Claim DSPy before competitors use this profile as proof.

Connect usage events, resolve developer identities, and see which accounts are evaluating DSPy.

Claim this tool to see who is evaluating it

Resolve developer activity into companies, teams, and enterprise accounts.

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Retention cohorts

Track first API call through 7/30/90-day retention and expansion.

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Competitor overlap

Find developers evaluating alternatives and switching between tools.

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Category benchmark

Compare activation, retention, and growth against your market.

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Recommended actions

Prioritized DevRel, product, and sales plays based on live adoption signals.

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