Hard fork of xai-org/grok-build (Apache-2.0) re-targeted as Kigi, an
unofficial Kimi Code CLI community build.
Rename & identity
- 72 xai-*/xai-grok-* crates -> kigi-* (explicit: xai-grok-pager-bin ->
kigi-bin [binary `kigi`], xai-grok-pager -> kigi-tui; rest mechanical);
ptyctl, ptyctl-cli, third_party/ unchanged; proto package
xai.grok.tools.v1 -> kigi.tools.v1
- Config home ~/.kigi (KIGI_SHARE_DIR override), env prefix GROK_* ->
KIGI_*, `kigi --version` carries the unofficial-community-build notice
- clap identity, help text, startup banner, prompt templates rebranded
(templates re-encrypted)
Deletions (PRD removal list #5/#6/#7/#9/#10)
- voice input (xai-grok-voice) and all TUI wiring
- telemetry: Mixpanel client, external OTel stream, Sentry, OTLP layers,
trace/GCS/S3 upload queues (kigi-file-utils halved), workspace upload
module & dc_log, heap-profile uploader, auth-diagnostics uploader,
session-analytics halves of feedback; local zero-egress observability
preserved in new kigi-log crate (unified log, --debug firehose,
subsystem file logs, opt-in instrumentation)
- announcements (crate, remote-settings fields, TUI surfaces)
- plugin marketplace (crate, sources/browse/CTA/extensions-modal tab);
direct plugin install/uninstall/update via kigi-agent git_install kept
- relay/gateway/assets endpoints and features (agent relay, headless
relay transport, gateway bridge, LeaderEnvUrls); leader IPC socket now
~/.kigi/leader.sock + KIGI_LEADER_SOCKET, no ws-url derivation
- functional types rehomed instead of deleted: PermissionMode ->
kigi-config-types, McpInitStrategy -> kigi-mcp, PrCreationSource ->
session signals, TerminalDiagnostics -> kigi-pager-render, agent_id ->
shell util
Endpoints
- kigi-env rewritten: single production KigiEndpoints {coding_api_base_url
https://api.kimi.com/coding/v1 (KIGI_CODE_BASE_URL), oauth_host
https://auth.kimi.com (KIGI_OAUTH_HOST), update_base_url (GitHub
Releases API), upgrade_page_url}; GrokBuildEnvironment enum deleted
Toolchain & workspace hygiene
- Rust 1.97.0 pinned; edition 2024; full cargo update; git2 hoisted to
workspace at 0.21 (Option->Result API migration), quick-xml 0.41
- Root Cargo.toml hand-maintained (PRD §8.1): version 0.1.0 inherited by
all members, members sorted, unused deps pruned
- cargo-deny advisories gate (deny.toml with documented transitive
exceptions); CI workflow (check/clippy/fmt/deny/test, macOS+Linux)
- cross-crate test seams re-gated behind `test-support` cargo feature;
insta snapshot baselines renamed to the kigi_tui prefix
- clippy --workspace --all-targets: zero warnings; fmt clean
Fixes surfaced by the port
- updater probe/installer divergence (bin/kigi vs bin/grok symlink set)
- idle model-metadata refresh dead under KIGI_CODE_BASE_URL override
(new is_effective_coding_endpoint_url, loopback+override aware)
- macOS symlinked-TMPDIR fixture canonicalization (foreign_sessions,
fast-worktree); RSS measurement tests serialized via serial_test
Docs & legal (Apache §4)
- NOTICE added (upstream attribution + change statement); THIRD-PARTY
notices sustained; kigi-tools ported-code notices extended; README,
CONTRIBUTING, SECURITY, AGENTS.md rewritten
Out of scope for M0 (tracked): Kimi auth/inference (M1), search/fetch,
command parity, config import (M2), Computer Hub excision & final
brand-token sweep (M2), distribution & self-update rewrite (M3).
368 lines
12 KiB
Rust
368 lines
12 KiB
Rust
//! Markdown-aware semantic chunking.
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//!
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//! Splits markdown content into chunks suitable for embedding and search.
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//! Chunks respect markdown structure (headers, paragraphs, code blocks)
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//! and include ancestor headers for self-containment.
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//!
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//! Character counts are used as a proxy for token counts (chars / 4 ≈ tokens).
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use kigi_config_types::MemoryIndexConfig;
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/// A chunk of text extracted from a memory file.
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#[derive(Debug, Clone, PartialEq, Eq)]
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pub struct Chunk {
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/// The chunk text, including ancestor header context.
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pub text: String,
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/// 0-based start line in the source file.
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pub start_line: usize,
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/// 0-based end line (exclusive) in the source file.
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pub end_line: usize,
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}
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/// Compute a blake3 hash of the chunk text, returned as a hex string.
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pub fn chunk_hash(text: &str) -> String {
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blake3::hash(text.as_bytes()).to_hex().to_string()
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}
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/// Split markdown content into chunks, respecting structure.
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///
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/// Strategy:
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/// 1. Split on `##` headers — each section is a candidate chunk
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/// 2. If a section exceeds `max_chunk_chars`, split on paragraph boundaries (`\n\n`)
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/// 3. If a paragraph still exceeds `max_chunk_chars`, split on line boundaries
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/// 4. Continuation chunks are prefixed with ancestor header context
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///
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/// When a section is split into multiple sub-chunks, each continuation chunk
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/// is prefixed with the last `chunk_overlap_chars` of the previous chunk for
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/// embedding continuity, plus ancestor header context.
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pub fn chunk_markdown(content: &str, config: &MemoryIndexConfig) -> Vec<Chunk> {
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if content.is_empty() {
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return vec![];
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}
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let max_chars = config.max_chunk_chars;
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let lines: Vec<&str> = content.lines().collect();
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if lines.is_empty() {
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return vec![];
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}
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// If the entire content fits in one chunk, return it directly.
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if content.len() <= max_chars {
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return vec![Chunk {
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text: content.to_string(),
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start_line: 0,
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end_line: lines.len(),
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}];
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}
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// Split into sections by ## headers
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let sections = split_by_headers(&lines);
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let mut chunks = Vec::new();
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for section in §ions {
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let section_text = section.lines.join("\n");
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if section_text.len() <= max_chars {
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chunks.push(Chunk {
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text: add_header_context(§ion.header_context, §ion_text),
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start_line: section.start_line,
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end_line: section.start_line + section.lines.len(),
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});
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} else {
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// Section too large — split on paragraph boundaries
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let sub_chunks =
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split_section_by_paragraphs(section, max_chars, config.chunk_overlap_chars);
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chunks.extend(sub_chunks);
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}
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}
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chunks
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}
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/// A section of the document delimited by headers.
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struct Section<'a> {
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/// The lines in this section (including the header line itself).
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lines: Vec<&'a str>,
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/// 0-based start line index in the original document.
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start_line: usize,
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/// Ancestor header context (e.g., `"## Architecture > ### Design"`).
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header_context: String,
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}
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/// Split lines into sections by `##` (or deeper) headers.
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fn split_by_headers<'a>(lines: &[&'a str]) -> Vec<Section<'a>> {
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let mut sections: Vec<Section<'a>> = Vec::new();
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let mut current_lines: Vec<&'a str> = Vec::new();
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let mut current_start = 0;
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let mut header_stack: Vec<(usize, String)> = Vec::new(); // (level, text)
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for (i, &line) in lines.iter().enumerate() {
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if let Some(level) = header_level(line) {
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// Flush previous section
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if !current_lines.is_empty() {
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sections.push(Section {
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lines: std::mem::take(&mut current_lines),
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start_line: current_start,
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header_context: format_header_context(&header_stack),
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});
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}
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current_start = i;
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// Update header stack: pop headers at same or deeper level
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while header_stack.last().is_some_and(|(l, _)| *l >= level) {
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header_stack.pop();
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}
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header_stack.push((level, line.to_string()));
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}
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current_lines.push(line);
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}
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// Flush final section
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if !current_lines.is_empty() {
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sections.push(Section {
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lines: current_lines,
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start_line: current_start,
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header_context: format_header_context(&header_stack),
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});
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}
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sections
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}
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/// Split a large section into sub-chunks by paragraph boundaries (`\n\n`).
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/// Continuation chunks are prefixed with the last `overlap_chars` of the
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/// previous chunk for embedding continuity.
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fn split_section_by_paragraphs(
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section: &Section<'_>,
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max_chars: usize,
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overlap_chars: usize,
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) -> Vec<Chunk> {
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let mut chunks = Vec::new();
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let mut current_text = String::new();
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let mut current_start = section.start_line;
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let mut line_offset = 0;
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for (i, &line) in section.lines.iter().enumerate() {
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let is_blank = line.trim().is_empty();
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// Paragraph boundary: blank line AND accumulated text is non-empty
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if is_blank && !current_text.is_empty() && current_text.len() + line.len() > max_chars {
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// Flush current chunk
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let flushed = current_text.trim().to_string();
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chunks.push(Chunk {
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text: add_header_context(§ion.header_context, &flushed),
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start_line: current_start,
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end_line: section.start_line + i,
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});
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// Apply overlap: start next chunk with tail of previous
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current_text = if overlap_chars > 0 {
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let tail: String = flushed
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.chars()
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.rev()
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.take(overlap_chars)
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.collect::<Vec<_>>()
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.into_iter()
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.rev()
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.collect();
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tail
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} else {
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String::new()
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};
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current_start = section.start_line + i + 1;
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line_offset = i + 1;
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continue;
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}
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if !current_text.is_empty() {
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current_text.push('\n');
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}
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current_text.push_str(line);
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// If single line pushes us over max, flush what we have
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if current_text.len() > max_chars && i > line_offset {
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// Split at the previous line
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let split_at = current_text.rfind('\n').unwrap_or(current_text.len());
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let (keep, remainder) = current_text.split_at(split_at);
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chunks.push(Chunk {
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text: add_header_context(§ion.header_context, keep.trim()),
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start_line: current_start,
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end_line: section.start_line + i,
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});
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current_text = remainder.trim_start_matches('\n').to_string();
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current_start = section.start_line + i;
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line_offset = i;
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}
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}
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// Flush remaining
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if !current_text.trim().is_empty() {
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chunks.push(Chunk {
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text: add_header_context(§ion.header_context, current_text.trim()),
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start_line: current_start,
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end_line: section.start_line + section.lines.len(),
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});
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}
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chunks
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}
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/// Detect markdown header level (1 for `#`, 2 for `##`, etc.). Returns `None` if not a header.
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pub(crate) fn header_level(line: &str) -> Option<usize> {
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let trimmed = line.trim_start();
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if !trimmed.starts_with('#') {
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return None;
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}
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let level = trimmed.chars().take_while(|&c| c == '#').count();
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// Must be followed by a space or end of line to be a valid header
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let rest = &trimmed[level..];
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if rest.is_empty() || rest.starts_with(' ') {
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Some(level)
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} else {
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None
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}
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}
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/// Format header stack into a context string like `"## Section > ### Subsection"`.
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fn format_header_context(stack: &[(usize, String)]) -> String {
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if stack.len() <= 1 {
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return String::new();
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}
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// Skip the last entry (it's the current section's own header)
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stack[..stack.len() - 1]
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.iter()
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.map(|(_, text)| text.trim().to_string())
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.collect::<Vec<_>>()
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.join(" > ")
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}
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/// Prepend ancestor header context to chunk text (if non-empty).
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fn add_header_context(context: &str, text: &str) -> String {
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if context.is_empty() {
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text.to_string()
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} else {
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format!("[Context: {context}]\n\n{text}")
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}
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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fn default_config() -> MemoryIndexConfig {
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MemoryIndexConfig::default()
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}
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#[test]
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fn test_chunk_hash_deterministic() {
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let h1 = chunk_hash("hello world");
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let h2 = chunk_hash("hello world");
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assert_eq!(h1, h2);
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assert_eq!(h1.len(), 64); // blake3 hex = 64 chars
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}
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#[test]
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fn test_chunk_hash_different_inputs() {
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assert_ne!(chunk_hash("hello"), chunk_hash("world"));
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}
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#[test]
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fn test_chunk_empty_content() {
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let chunks = chunk_markdown("", &default_config());
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assert!(chunks.is_empty());
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}
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#[test]
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fn test_chunk_small_content_single_chunk() {
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let content = "# Title\n\nSome text here.";
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let chunks = chunk_markdown(content, &default_config());
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assert_eq!(chunks.len(), 1);
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assert_eq!(chunks[0].text, content);
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assert_eq!(chunks[0].start_line, 0);
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assert_eq!(chunks[0].end_line, 3);
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}
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#[test]
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fn test_chunk_splits_on_headers() {
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let content = "## Section 1\n\nContent for section 1 goes here with enough text to matter.\n\n\
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## Section 2\n\nContent for section 2 is also significant enough to be a chunk.";
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let config = MemoryIndexConfig {
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max_chunk_chars: 80,
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chunk_overlap_chars: 0,
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};
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let chunks = chunk_markdown(content, &config);
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assert!(
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chunks.len() >= 2,
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"should split into at least 2 chunks, got {}",
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chunks.len()
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);
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assert!(chunks[0].text.contains("Section 1"));
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assert!(chunks.last().unwrap().text.contains("Section 2"));
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}
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#[test]
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fn test_chunk_header_context_for_subsections() {
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let content = "## Parent\n\nIntro.\n\n### Child\n\nChild content that is long enough to be its own chunk definitely.";
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let config = MemoryIndexConfig {
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max_chunk_chars: 60,
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chunk_overlap_chars: 0,
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};
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let chunks = chunk_markdown(content, &config);
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// The child section chunk should have parent context
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let child_chunk = chunks.iter().find(|c| c.text.contains("Child content"));
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assert!(child_chunk.is_some(), "should have a child chunk");
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assert!(
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child_chunk.unwrap().text.contains("[Context: ## Parent]"),
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"child chunk should have parent header context, got: {}",
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child_chunk.unwrap().text
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);
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}
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#[test]
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fn test_chunk_large_section_splits_on_paragraphs() {
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let para1 = "A".repeat(100);
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let para2 = "B".repeat(100);
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let content = format!("## Big Section\n\n{para1}\n\n{para2}");
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let config = MemoryIndexConfig {
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max_chunk_chars: 150,
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chunk_overlap_chars: 0,
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};
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let chunks = chunk_markdown(&content, &config);
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assert!(
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chunks.len() >= 2,
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"should split large section, got {} chunks",
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chunks.len()
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);
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}
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#[test]
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fn test_header_level_detection() {
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assert_eq!(header_level("# Title"), Some(1));
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assert_eq!(header_level("## Section"), Some(2));
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assert_eq!(header_level("### Subsection"), Some(3));
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assert_eq!(header_level("#hashtag"), None); // no space after #
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assert_eq!(header_level("not a header"), None);
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assert_eq!(header_level(""), None);
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assert_eq!(header_level("##"), Some(2)); // header with no text
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}
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#[test]
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fn test_chunk_line_numbers() {
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let content = "line 0\nline 1\nline 2\nline 3\nline 4";
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let chunks = chunk_markdown(content, &default_config());
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assert_eq!(chunks.len(), 1);
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assert_eq!(chunks[0].start_line, 0);
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assert_eq!(chunks[0].end_line, 5);
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}
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#[test]
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fn test_chunk_preserves_code_blocks() {
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let content =
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"## Code\n\n```rust\nfn main() {\n println!(\"hello\");\n}\n```\n\nSome text.";
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let chunks = chunk_markdown(content, &default_config());
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assert_eq!(chunks.len(), 1);
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assert!(chunks[0].text.contains("```rust"));
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assert!(chunks[0].text.contains("fn main()"));
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}
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}
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