WeKnora deployment source with the reviewed wiki identity, summary and recovery fixes
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@@ -0,0 +1,116 @@
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package compaction
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import (
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"regexp"
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"strings"
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"github.com/Tencent/WeKnora/internal/types"
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)
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// Context overflow is worth detecting precisely because the recovery is
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// specific: compact and retry once. Misread as a generic failure it ends the
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// turn; misread as a transient error it retries the same oversized request
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// until the attempts run out. Patterns are collected from real provider
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// responses.
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var overflowPatterns = []*regexp.Regexp{
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regexp.MustCompile(`(?i)prompt is too long`), // Anthropic
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regexp.MustCompile(`(?i)request_too_large`), // Anthropic (HTTP 413)
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regexp.MustCompile(`(?i)input is too long for requested model`), // Amazon Bedrock
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regexp.MustCompile(`(?i)exceeds the context window`), // OpenAI
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regexp.MustCompile(`(?i)exceeds (the )?(model'?s )?maximum context length`), // OpenAI-compatible proxies
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regexp.MustCompile(`(?i)input token count.*exceeds the maximum`), // Google Gemini
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regexp.MustCompile(`(?i)maximum prompt length is \d+`), // xAI Grok
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regexp.MustCompile(`(?i)reduce the length of the messages`), // Groq
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regexp.MustCompile(`(?i)maximum context length is \d+ tokens`), // OpenRouter
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regexp.MustCompile(`(?i)exceeds (the )?maximum allowed input length`), // OpenRouter / Poolside
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regexp.MustCompile(`(?i)is longer than the model'?s context length`), // Together AI
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regexp.MustCompile(`(?i)exceeds the limit of \d+`), // GitHub Copilot
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regexp.MustCompile(`(?i)exceeds the available context size`), // llama.cpp
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regexp.MustCompile(`(?i)greater than the context length`), // LM Studio
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regexp.MustCompile(`(?i)context window exceeds limit`), // MiniMax
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regexp.MustCompile(`(?i)exceeded model token limit`), // Kimi
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regexp.MustCompile(`(?i)too large for model with \d+ maximum context length`), // Mistral
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regexp.MustCompile(`(?i)but the configured context size is`), // DS4
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regexp.MustCompile(`(?i)model_context_window_exceeded`), // z.ai
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regexp.MustCompile(`(?i)prompt too long; exceeded (max )?context length`), // Ollama
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regexp.MustCompile(`(?i)range of input length should be`), // DashScope / Qwen
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regexp.MustCompile(`(?i)context[_ ]length[_ ]exceeded`), // generic
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regexp.MustCompile(`(?i)too many tokens`), // generic
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regexp.MustCompile(`(?i)token limit exceeded`), // generic
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}
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// nonOverflowPatterns are errors that mention token counts while meaning
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// something else. Bedrock throttling reads "ThrottlingException: Too many
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// tokens, please wait before trying again", which matches an overflow pattern
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// and is not one. Matched anywhere in the message rather than anchored, since
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// WeKnora sees raw provider errors rather than a pre-normalized prefix.
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var nonOverflowPatterns = []*regexp.Regexp{
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regexp.MustCompile(`(?i)throttling`),
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regexp.MustCompile(`(?i)service unavailable`),
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regexp.MustCompile(`(?i)rate limit`),
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regexp.MustCompile(`(?i)too many requests`),
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}
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// IsOverflowError reports whether a failed LLM call failed because the request
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// did not fit in the context window.
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func IsOverflowError(err error) bool {
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if err == nil {
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return false
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}
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msg := err.Error()
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for _, p := range nonOverflowPatterns {
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if p.MatchString(msg) {
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return false
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}
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}
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for _, p := range overflowPatterns {
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if p.MatchString(msg) {
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return true
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}
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}
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return false
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}
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// ResponseHitContextLimit reports whether a *successful* response was shaped by
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// a full context window rather than by the completion budget we asked for.
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// Three shapes:
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//
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// - The provider accepted an oversized request silently and reported a prompt
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// larger than the window (z.ai).
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// - The provider truncated the input to fill the window exactly, leaving no
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// room to generate, and stopped on length with no output (Xiaomi MiMo).
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// - The provider stopped on length having emitted less than we allowed, so
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// our own cap cannot be what stopped it (the general recoverable case).
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//
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// completionBudget is the max_tokens we requested, before any context-based
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// clamping; passing the clamped value would hide exactly the case this detects.
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func ResponseHitContextLimit(
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resp *types.ChatResponse, contextWindow, completionBudget int,
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) bool {
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if resp == nil {
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return false
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}
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prompt := resp.Usage.PromptTokens
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completion := resp.Usage.CompletionTokens
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lengthStop := isLengthStop(resp.FinishReason)
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if contextWindow > 0 && prompt > contextWindow {
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return true
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}
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if contextWindow > 0 && lengthStop && completion == 0 && prompt > 0 &&
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prompt >= contextWindow*99/100 {
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return true
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}
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// Without usage there is nothing to compare against; treating that as
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// overflow would retry every ordinary truncation.
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return lengthStop && completionBudget > 0 && completion > 0 && completion < completionBudget
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}
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func isLengthStop(reason string) bool {
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switch strings.ToLower(strings.TrimSpace(reason)) {
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case "length", "max_tokens", "max_output_tokens":
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return true
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default:
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return false
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}
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}
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