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	feat: Cohere telegra.ph
- Enable Cohere web search - Output the entire LLM message with its source link on Telegraph
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								handlers/cohere.py
									
									
									
									
									
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								handlers/cohere.py
									
									
									
									
									
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from os import environ
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import time
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from telebot import TeleBot
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from telebot.types import Message
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from expiringdict import ExpiringDict
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from . import *
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import cohere
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from telegramify_markdown import convert
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from telegramify_markdown.customize import markdown_symbol
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markdown_symbol.head_level_1 = "📌"  # If you want, Customizing the head level 1 symbol
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markdown_symbol.link = "🔗"  # If you want, Customizing the link symbol
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COHERE_API_KEY = environ.get("COHERE_API_KEY")
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COHERE_MODEL = "command-r-plus"
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TELEGRA_PH_TOKEN = environ.get("TELEGRA_PH_TOKEN")
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if TELEGRA_PH_TOKEN:
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    ph = TelegraphAPI(TELEGRA_PH_TOKEN)
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if COHERE_API_KEY:
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    co = cohere.Client(api_key=COHERE_API_KEY)
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# Global history cache
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cohere_player_dict = ExpiringDict(max_len=1000, max_age_seconds=300)
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def cohere_handler_direct(message: Message, bot: TeleBot) -> None:
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    """cohere : /cohere <question>"""
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    m = message.text.strip()
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    player_message = []
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    if str(message.from_user.id) not in cohere_player_dict:
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        cohere_player_dict[str(message.from_user.id)] = player_message
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    else:
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        player_message = cohere_player_dict[str(message.from_user.id)]
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    if m.strip() == "clear":
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        bot.reply_to(
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            message,
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            "Just cleared your Cohere messages history",
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        )
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        player_message.clear()
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        return
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    if m[:4].lower() == "new ":
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        m = m[4:].strip()
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        player_message.clear()
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    m = enrich_text_with_urls(m)
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    who = "Command R Plus"
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    reply_id = bot_reply_first(message, who, bot)
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    player_message.append({"role": "User", "message": m})
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    # keep the last 5, every has two ask and answer.
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    if len(player_message) > 10:
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        player_message = player_message[2:]
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    try:
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        stream = co.chat_stream(
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            model=COHERE_MODEL,
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            message=m,
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            temperature=0.8,
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            chat_history=player_message,
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            prompt_truncation="AUTO",
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            connectors=[{"id": "web-search"}],
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            citation_quality="accurate",
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        )
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        s = ""
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        source = ""
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        start = time.time()
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        for event in stream:
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            if event.event_type == "text-generation":
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                s += event.text.encode("utf-8").decode("utf-8")
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                if time.time() - start > 1.2:
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                    start = time.time()
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                    bot_reply_markdown(reply_id, who, s, bot, split_text=True)
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            elif event.event_type == "search-results":
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                for doc in event.documents:
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                    source += f"\n[{doc['title']}]({doc['url']})"
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            elif event.event_type == "stream-end":
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                break
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        s += "\n" + source + "\n"
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        if not bot_reply_markdown(reply_id, who, s, bot):
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            # maybe not complete
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            # maybe the same message
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            player_message.clear()
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            return
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        player_message.append(
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            {
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                "role": "Chatbot",
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                "message": convert(s),
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            }
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        )
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    except Exception as e:
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        print(e)
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        bot_reply_markdown(reply_id, who, "Answer wrong", bot)
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        player_message.clear()
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        return
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def cohere_handler(message: Message, bot: TeleBot) -> None:
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    """cohere : /cohere <question>"""
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    m = message.text.strip()
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    player_message = []
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    if str(message.from_user.id) not in cohere_player_dict:
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        cohere_player_dict[str(message.from_user.id)] = player_message
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    else:
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        player_message = cohere_player_dict[str(message.from_user.id)]
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    if m.strip() == "clear":
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        bot.reply_to(
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            message,
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            "Just cleared your Cohere messages history",
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        )
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        player_message.clear()
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        return
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    if m[:4].lower() == "new ":
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        m = m[4:].strip()
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        player_message.clear()
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    m = enrich_text_with_urls(m)
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    who = "Command R Plus"
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    reply_id = bot_reply_first(message, who, bot)
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    player_message.append({"role": "User", "message": m})
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    # keep the last 5, every has two ask and answer.
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    if len(player_message) > 10:
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        player_message = player_message[2:]
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    try:
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        stream = co.chat_stream(
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            model=COHERE_MODEL,
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            message=m,
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            temperature=0.8,
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            chat_history=player_message,
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            prompt_truncation="AUTO",
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            connectors=[{"id": "web-search"}],
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            citation_quality="accurate",
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        )
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        s = ""
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        source = ""
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        start = time.time()
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        for event in stream:
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            if event.event_type == "text-generation":
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                s += event.text.encode("utf-8").decode("utf-8")
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                if time.time() - start > 1.2:
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                    start = time.time()
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                    bot_reply_markdown(reply_id, who, s, bot, split_text=False)
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            elif event.event_type == "search-results":
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                for doc in event.documents:
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                    source += f"\n{doc['title']}\n{doc['url']}\n"
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            elif event.event_type == "stream-end":
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                break
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        content = s + "\n------\n------\n" + source
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        ph_s = ph.create_page_md(title="Cohere", markdown_text=content)
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        s += f"\n\n[View]({ph_s})"
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        if not bot_reply_markdown(reply_id, who, s, bot):
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            # maybe not complete
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            # maybe the same message
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            player_message.clear()
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            return
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        player_message.append(
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            {
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                "role": "Chatbot",
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                "message": convert(s),
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            }
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        )
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    except Exception as e:
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        print(e)
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        bot_reply_markdown(reply_id, who, "Answer wrong", bot)
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        player_message.clear()
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        return
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if COHERE_API_KEY:
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    if not TELEGRA_PH_TOKEN:
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        def register(bot: TeleBot) -> None:
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            bot.register_message_handler(
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                cohere_handler_direct, commands=["cohere"], pass_bot=True
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            )
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            bot.register_message_handler(
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                cohere_handler_direct, regexp="^cohere:", pass_bot=True
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            )
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    else:
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        def register(bot: TeleBot) -> None:
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            bot.register_message_handler(
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                cohere_handler_direct, commands=["cohere"], pass_bot=True
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            )
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            bot.register_message_handler(
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                cohere_handler_direct, regexp="^cohere:", pass_bot=True
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            )
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