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DSPy v1.1.0: validation audit, worked RAG compilation example, expand ref table Haystack v1.1.0: validation audit, file converters/YAML/component types, +2 refs CrewAI v1.1.0: validation audit, unified Memory system, Flows docs, +3 refs AutoGen v1.1.0: validation audit, v0.4 migration guide, AgentTool, streaming, +2 refs All API surfaces validated against official docs.
1.4 KiB
1.4 KiB
DSPy Skill — Research Validation Audit
Date: 2026-07-09 Sources: dspy.ai, github.com/stanfordnlp/dspy
Claims Verified Correct
| Claim | Source | Status |
|---|---|---|
dspy.Predict(signature) — direct prediction |
dspy.ai docs | ✓ |
dspy.ChainOfThought(signature) — with reasoning |
dspy.ai docs | ✓ |
dspy.ReAct(signature, tools=tools, max_iters=10) — tool-use agent |
dspy.ai ReAct page | ✓ |
Custom module via class MyModule(dspy.Module) with forward() |
dspy.ai custom_module tutorial | ✓ |
| BootstrapFewShot, BootstrapRS, MIPROv2, GEPA, COPRO optimizers | dspy.ai optimizer guide | ✓ |
DSPY_CACHEDIR for current cache, DSP_CACHEDIR for legacy |
dspy.ai FAQ | ✓ |
_compiled = True flag prevents sub-module re-optimization |
dspy.ai optimizer guide | ✓ |
.compile() returns new copy, original not mutated |
dspy.ai optimizer guide | ✓ |
| Tool functions need docstring + type hints | dspy.ai customer_service_agent tutorial | ✓ |
Claims Verified and Corrected
| Claim | Correction | Source |
|---|---|---|
max_iters parameter on ReAct |
Confirmed: exists, default not documented | dspy.ai ReAct page |
Missing from Skill (Addressed in This Enrichment)
- Worked example showing full RAG compilation with expected output
max_iterson ReAct documented- Custom agent pattern (not just ReAct — full Module subclass)