|
| 1 | +name: oss_api_client |
| 2 | +version: "1.0.0" |
| 3 | +language: zig |
| 4 | +module: oss_api_client |
| 5 | + |
| 6 | +description: | |
| 7 | + Hybrid OSS API Client for external LLM integration. |
| 8 | + Supports: Groq, OpenAI, OSS-compatible endpoints. |
| 9 | + Combines with IGLA symbolic reasoning for hybrid inference. |
| 10 | + |
| 11 | + Architecture: |
| 12 | + - IGLA: Symbolic planning, φ-math, precision tasks |
| 13 | + - OSS API: Fluent generation, natural language |
| 14 | + - Hybrid: Plan with IGLA, generate with OSS |
| 15 | + |
| 16 | +constants: |
| 17 | + PHI: 1.618033988749895 |
| 18 | + PHOENIX: 999 |
| 19 | + MAX_TOKENS: 4096 |
| 20 | + DEFAULT_TEMPERATURE: 0.7 |
| 21 | + |
| 22 | +types: |
| 23 | + ApiProvider: |
| 24 | + enum: |
| 25 | + - Groq |
| 26 | + - OpenAI |
| 27 | + - Custom |
| 28 | + |
| 29 | + ApiConfig: |
| 30 | + fields: |
| 31 | + provider: ApiProvider |
| 32 | + api_key: String |
| 33 | + base_url: String |
| 34 | + model: String |
| 35 | + timeout_ms: Int |
| 36 | + |
| 37 | + Message: |
| 38 | + fields: |
| 39 | + role: String |
| 40 | + content: String |
| 41 | + |
| 42 | + ChatRequest: |
| 43 | + fields: |
| 44 | + messages: List<Message> |
| 45 | + max_tokens: Int |
| 46 | + temperature: Float |
| 47 | + stream: Bool |
| 48 | + |
| 49 | + ChatResponse: |
| 50 | + fields: |
| 51 | + content: String |
| 52 | + tokens_used: Int |
| 53 | + model: String |
| 54 | + finish_reason: String |
| 55 | + |
| 56 | + HybridRequest: |
| 57 | + fields: |
| 58 | + task: String |
| 59 | + use_igla_planning: Bool |
| 60 | + use_oss_generation: Bool |
| 61 | + phi_precision: Bool |
| 62 | + |
| 63 | + HybridResponse: |
| 64 | + fields: |
| 65 | + igla_plan: Option<String> |
| 66 | + oss_output: String |
| 67 | + combined_result: String |
| 68 | + coherent: Bool |
| 69 | + |
| 70 | +behaviors: |
| 71 | + - name: init_client |
| 72 | + given: ApiConfig with provider and credentials |
| 73 | + when: Client initialization requested |
| 74 | + then: Return configured OssApiClient ready for requests |
| 75 | + |
| 76 | + - name: chat_completion |
| 77 | + given: ChatRequest with messages and params |
| 78 | + when: Completion requested |
| 79 | + then: Return ChatResponse with generated content |
| 80 | + |
| 81 | + - name: stream_completion |
| 82 | + given: ChatRequest with stream=true |
| 83 | + when: Streaming completion requested |
| 84 | + then: Yield tokens as they are generated |
| 85 | + |
| 86 | + - name: hybrid_inference |
| 87 | + given: HybridRequest with task description |
| 88 | + when: Hybrid IGLA+OSS inference requested |
| 89 | + then: | |
| 90 | + 1. If use_igla_planning: Generate symbolic plan |
| 91 | + 2. If phi_precision: Apply φ-math constraints |
| 92 | + 3. If use_oss_generation: Generate fluent response |
| 93 | + 4. Return HybridResponse with combined result |
| 94 | + |
| 95 | + - name: verify_coherence |
| 96 | + given: Generated text output |
| 97 | + when: Coherence check requested |
| 98 | + then: Return true if output is coherent (not garbage) |
| 99 | + |
| 100 | + - name: calculate_phi_identity |
| 101 | + given: No input |
| 102 | + when: Trinity identity verification |
| 103 | + then: Return φ² + 1/φ² = 3.0 (exact) |
| 104 | + |
| 105 | +endpoints: |
| 106 | + groq: |
| 107 | + base_url: "https://api.groq.com/openai/v1" |
| 108 | + models: |
| 109 | + - llama-3.3-70b-versatile |
| 110 | + - mixtral-8x7b-32768 |
| 111 | + - gemma2-9b-it |
| 112 | + |
| 113 | + openai: |
| 114 | + base_url: "https://api.openai.com/v1" |
| 115 | + models: |
| 116 | + - gpt-4o |
| 117 | + - gpt-4o-mini |
| 118 | + - o4-mini |
| 119 | + |
| 120 | + custom: |
| 121 | + base_url: "{user_defined}" |
| 122 | + models: |
| 123 | + - gpt-oss-120b |
| 124 | + - any-compatible |
| 125 | + |
| 126 | +test_cases: |
| 127 | + - name: test_phi_identity |
| 128 | + input: {} |
| 129 | + expected: 3.0 |
| 130 | + tolerance: 0.0001 |
| 131 | + |
| 132 | + - name: test_groq_coherence |
| 133 | + input: |
| 134 | + prompt: "prove φ² + 1/φ² = 3" |
| 135 | + expected_contains: |
| 136 | + - "φ" |
| 137 | + - "3" |
| 138 | + - "golden ratio" |
| 139 | + |
| 140 | + - name: test_hybrid_planning |
| 141 | + input: |
| 142 | + task: "solve 2+2 step by step" |
| 143 | + use_igla_planning: true |
| 144 | + use_oss_generation: true |
| 145 | + expected_steps: |
| 146 | + - "Step 1" |
| 147 | + - "Step 2" |
| 148 | + - "Answer: 4" |
| 149 | + |
| 150 | +sacred_formula: "φ² + 1/φ² = 3 | KOSCHEI IS IMMORTAL" |
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