docs: retarget README, docs, and wiki at the minimal harness positioning - #140
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Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Move the shell commands for running the openai_chat example into the paragraph introducing it, removing the duplicated standalone block Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>
Condense the integration example list in the README by merging the graph example summaries and moving the OpenAI API key requirement inline. This keeps the overview compact while preserving the setup detail. Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>
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📝 WalkthroughWalkthroughThe pull request updates TinyAgents documentation for its workspace structure, package features, architecture, ChangesTinyAgents documentation alignment
Repository pointer updates
Estimated code review effort: 2 (Simple) | ~10 minutes Merge Risk: 🔵 Low · up to The README quick-start example is missing a direct tinyinference dependency even though the code imports it, so users following the documented setup may encounter a compile error; add the dependency or use a documented re-export before merging. Poem
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Full details: Docstring CoverageExplanation No functions found in the changed files to evaluate docstring coverage. Skipping docstring coverage check. Docstring coverage is scoped to functions touched by this diff. Analyzed 0 functions across 0 files. (10 skipped: 10 unsupported.) ✨ Finishing Touches 💡 1🛠️ Fix failing CI checks 💡
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Requesting changes: 1 lane(s) blocking, worst finding is high.
Fix or reply to the findings below and push. The next review clears this automatically once they are gone — you should not need to dismiss anything by hand.
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Inline comments:
In `@README.md`:
- Around line 55-59: Add tinyinference to the Quick Start dependency
declarations so the example’s tinyinference::message::Message import resolves
directly; alternatively, replace that import with a documented tinyagents-graph
re-export if one exists.
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AGENTS.mdCONTRIBUTING.mdREADME.mdROADMAP.mdSECURITY.mddocs/modules/expressive-language/README.mddocs/modules/expressive-language/reference.mddocs/modules/harness/local-models.mddocs/spec/README.mdvendor/tinyinferencewiki
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Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>
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Document that the code samples require a separate tinyinference git dependency, since the message and provider types are not re-exported by the crates listed above. Auto-committed-on: dragonfly Co-authored-by: Medulla <medulla@tinyhumans.ai>
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The previously-blocking findings are resolved. Clearing the changes request.
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| # The code samples below build `Message` and provider types directly from | ||
| # TinyInference, the message/model crate TinyAgents is built on. It is a | ||
| # separate git dependency, not re-exported by the crates above. | ||
| tinyinference = { git = "https://github.com/tinyhumansai/tinyinference", package = "tinyinference" } |
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When an external project copies this git-dependency block, Cargo loads two distinct tinyinference packages: the harness uses the path dependency inside the TinyAgents git checkout, while this entry uses the separate TinyInference repository. Consequently the harness example cannot pass its Vec<tinyinference::Message> to invoke_default, which expects the identically named type from the other package identity. Fresh evidence beyond the earlier missing-dependency report is a Cargo reproduction with the same git-submodule/path arrangement, which produces E0308 and reports multiple versions of the dependency; re-export these types or otherwise make consumers use the harness's package identity.
AGENTS.md reference: AGENTS.md:L76-L80
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| `source -> lexer -> tokens -> parser -> AST -> compiler -> Blueprint` — into | ||
| the same `tinyagents-graph` and `tinyagents-harness` types produced by | ||
| hand-written Rust. It can only reference capabilities by name; it has no way |
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.rag as producing only a Blueprint
For users expecting the documented lowering into runtime types, the available compiler APIs return tinyagents_language::Blueprint; this package has no tinyagents-graph dependency, and the referenced rag_blueprint example stops after validating capability names. The repository contains no exported build_graph/NodeFactory materialization API, so the claim that compilation produces the same graph and harness types as handwritten Rust is not currently actionable; document the Blueprint-only boundary or provide the missing materializer.
AGENTS.md reference: AGENTS.md:L76-L80
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Summary
The docs were built around a positioning the project no longer has: a "recursive language model (RLM) harness", CodeAct, a
.ragshREPL/interpreter language, and "self-authoring" models. This replaces that framing across the README,docs/, the root project files, and the wiki.New positioning, used consistently everywhere:
Sub-agents and subgraphs still exist in the code and stay documented, but as ordinary composition ("an agent can be exposed as a tool to another agent"; "a node can embed a compiled graph") rather than as a recursion thesis. The
.ragblueprint language is unchanged and still documented.Changes
README.md— rewritten, 328 → 233 lines. Real crate layout, real feature flags, quickstart, providers, examples index.docs/spec/README.md— dropped the "Host-side surfaces" interpreter essay and the RLM/CodeAct positioning bullet. Also dropped therust-langgraphand "OpenHuman PR #4261" precedent bullets, which read as internal scratch notes rather than specification. The LangChain/LangGraph lineage is kept.docs/modules/expressive-language/— CodeAct branding removed;repl_agentkept and described factually.docs/modules/harness/local-models.md— fixed two pre-existing broken links totests/live_local_*.rs, which moved tocrates/tinyagents-integration-tests/tests/.CONTRIBUTING.md— removed the.ragshRhaireplfeature section (no such feature or dependency exists); replaced with the real package-local feature list. Corrected build/test commands to--workspaceand the example command to-p tinyagents-integration-tests.SECURITY.md—.ragshreference removed; dropped a false "pre-1.0" claim (the workspace is at 2.1.2).ROADMAP.md— removed the.ragshREPL language and Rhai session-runtime items; corrected the stale v1.5.0 version line.AGENTS.md— removed the "CodeAct/REPL loop is a host concern" line.wiki— submodule pointer bumped to5b8f592.Wiki
The wiki submodule commit is on branch
docs-minimal-harnessintinyagents.wiki.git. GitHub wikis have no pull request interface, so that branch is pushed for review but cannot be merged through a PR — it needs a separate push to the wiki'smasterto publish.It deletes
Recursion-and-RLM.mdandREPL-Language-RAGSH.mdand rewrites all 13 remaining pages. Beyond the positioning, the wiki was structurally stale: it still described a singletinyagentscrate withsrc/harness/,src/graph/,src/repl/, and linked to crates.io and docs.rs.Notable findings
publish = false. Nothing is on crates.io, so the oldcargo addinstall instructions and all crates.io/docs.rs links were wrong. The README now documents git dependencies.repl_agentis still a real node kind intinyagents-languageandtinyagents-registry. It stays documented, minimally, as a hook for a host-supplied script node; only the CodeAct framing around it was removed.docs/spec/README.mdkeeps one.ragshmention under "Open Questions", correctly framed as a settled historical decision explaining the.ragextension. Left in place as accurate.Verification
cargo checked against the real API; they compile. The scratch file was removed.README.md, the root project files, and all ofdocs/reports zero broken links.grep -rniE "\bRLM\b|ragsh|codeact|recursive language|self-author"across the superproject and wiki is clean apart from the historical note above.Cargo.tomlandsrc/lib.rs.Docs only — no source changes.
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