Update agents.py
Browse files
agents.py
CHANGED
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@@ -7,11 +7,11 @@ Multi-agent swarm debate engine with real-time SSE callbacks.
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enabling live streaming to the browser via SSE.
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Agent roster:
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Alpha
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Beta
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Gamma
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Delta
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Epsilon
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"""
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import concurrent.futures
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@@ -25,32 +25,32 @@ AGENTS = [
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"client_type": "groq",
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"color": "red",
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"personality": (
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"You are Agent Alpha
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"Challenge every claim aggressively. Demand evidence. "
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"Point out what is NOT
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)
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},
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{
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"name": "Beta",
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"model": "
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"provider": "groq",
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"client_type": "groq",
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"color": "yellow",
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"personality": (
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"You are Agent Beta
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"Think step by step. Show your chain of thought
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"Identify hidden assumptions and logical gaps the other agents miss. "
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"Precision and thoroughness over speed."
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)
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},
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{
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"name": "Gamma",
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"model": "
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"provider": "groq",
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"client_type": "groq",
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"color": "green",
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"personality": (
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"You are Agent Gamma
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"Find non-obvious connections between different sources. "
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"Look for relationships and synthesis opportunities others miss. "
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"Think laterally and creatively."
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@@ -58,12 +58,12 @@ AGENTS = [
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},
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{
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"name": "Delta",
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"model": "qwen-
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"provider": "groq",
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"client_type": "groq",
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"color": "purple",
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"personality": (
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"You are Agent Delta
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"Accept ONLY what is explicitly stated in the source text. "
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"Reject all inferences and extrapolations. "
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"If it is not literally written in the excerpts, it does not exist."
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@@ -71,12 +71,12 @@ AGENTS = [
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},
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{
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"name": "Epsilon",
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"model": "
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"provider": "groq",
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"client_type": "groq",
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"color": "blue",
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"personality": (
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"You are Agent Epsilon
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"Read all agents arguments, identify where they agree and disagree, "
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"and produce a final authoritative answer incorporating the strongest points. "
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"Be decisive. Cite sources clearly."
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@@ -90,7 +90,7 @@ TIMEOUT_SECONDS = 30
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CONTEXT_LIMIT = 3000 # chars fed to synthesizer to avoid 413
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DOMAIN_GUARD = """
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SCOPE: EpiRAG
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Do NOT answer anything outside this domain. If off-topic, say so and stop.
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"""
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@@ -206,7 +206,7 @@ def run_debate(question, context, groq_key, hf_token, callback=None):
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agent_colors = {a["name"]: a["color"] for a in AGENTS}
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debate_rounds = []
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#
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emit({"type": "round_start", "round": 1})
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round1 = {}
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@@ -233,7 +233,7 @@ def run_debate(question, context, groq_key, hf_token, callback=None):
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current = round1
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rounds_run = 1
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#
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while not consensus and rounds_run < MAX_ROUNDS:
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rounds_run += 1
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emit({"type": "round_start", "round": rounds_run})
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@@ -261,7 +261,7 @@ def run_debate(question, context, groq_key, hf_token, callback=None):
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current = next_round
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consensus = _converged(next_round)
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#
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emit({"type": "synthesizing"})
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# Truncate context for synthesis to avoid 413 token limit errors
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ctx_trunc = context[:4000] if len(context) > 4000 else context
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enabling live streaming to the browser via SSE.
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Agent roster:
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+
Alpha - meta-llama/Llama-3.1-8B-Instruct (cerebras) - Skeptic
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Beta - Qwen/Qwen2.5-7B-Instruct (together) - Literalist
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Gamma - HuggingFaceH4/zephyr-7b-beta (featherless) - Connector
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Delta - deepseek-ai/DeepSeek-R1 (sambanova) - Deep Reasoner
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Epsilon - llama-3.3-70b-versatile (groq) - Synthesizer
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"""
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import concurrent.futures
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"client_type": "groq",
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"color": "red",
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"personality": (
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"You are Agent Alpha - a ruthless Skeptic. "
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"Challenge every claim aggressively. Demand evidence from the sources. "
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"Point out what is NOT supported. Be blunt and relentless."
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)
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},
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{
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"name": "Beta",
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"model": "openai/gpt-oss-120b",
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"provider": "groq",
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"client_type": "groq",
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"color": "yellow",
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"personality": (
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"You are Agent Beta - a Deep Reasoner. "
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"Think step by step. Show your chain of thought. "
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"Identify hidden assumptions and logical gaps the other agents miss. "
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"Precision and thoroughness over speed."
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)
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},
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{
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"name": "Gamma",
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"model": "meta-llama/llama-4-scout-17b-16e-instruct",
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"provider": "groq",
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"client_type": "groq",
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"color": "green",
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"personality": (
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"You are Agent Gamma - a Pattern Connector. "
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"Find non-obvious connections between different sources. "
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"Look for relationships and synthesis opportunities others miss. "
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"Think laterally and creatively."
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},
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{
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"name": "Delta",
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"model": "qwen/qwen3-32b",
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"provider": "groq",
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"client_type": "groq",
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"color": "purple",
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"personality": (
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"You are Agent Delta - a strict Literalist. "
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"Accept ONLY what is explicitly stated in the source text. "
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"Reject all inferences and extrapolations. "
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"If it is not literally written in the excerpts, it does not exist."
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},
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{
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"name": "Epsilon",
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"model": "openai/gpt-oss-20b",
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"provider": "groq",
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"client_type": "groq",
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"color": "blue",
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"personality": (
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"You are Agent Epsilon - the Synthesizer. "
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"Read all agents arguments, identify where they agree and disagree, "
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"and produce a final authoritative answer incorporating the strongest points. "
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"Be decisive. Cite sources clearly."
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CONTEXT_LIMIT = 3000 # chars fed to synthesizer to avoid 413
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DOMAIN_GUARD = """
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SCOPE: EpiRAG - strictly epidemic modeling, network science, mathematical epidemiology.
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Do NOT answer anything outside this domain. If off-topic, say so and stop.
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"""
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agent_colors = {a["name"]: a["color"] for a in AGENTS}
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debate_rounds = []
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# -- Round 1 ----------------------------
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emit({"type": "round_start", "round": 1})
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round1 = {}
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current = round1
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rounds_run = 1
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# -- Rounds 2+ ----------------------------
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while not consensus and rounds_run < MAX_ROUNDS:
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rounds_run += 1
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emit({"type": "round_start", "round": rounds_run})
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current = next_round
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consensus = _converged(next_round)
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# -- Synthesis ----------------------------
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emit({"type": "synthesizing"})
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# Truncate context for synthesis to avoid 413 token limit errors
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ctx_trunc = context[:4000] if len(context) > 4000 else context
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