diff --git a/docs/examples/text_semantic_split.ipynb b/docs/examples/text_semantic_split.ipynb index 1d2af3ddca7868f088c9903554df0f46b060d2b7..c7ef2f7c4c515e450e95254a2b5367d559714eae 100644 --- a/docs/examples/text_semantic_split.ipynb +++ b/docs/examples/text_semantic_split.ipynb @@ -32,9 +32,18 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/jakit/customers/aurelio/semantic-router/.venv/lib/python3.11/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n", + " from .autonotebook import tqdm as notebook_tqdm\n" + ] + } + ], "source": [ "from semantic_router.splitters import RollingWindowSplitter\n", "from semantic_router.encoders import OpenAIEncoder\n", @@ -49,34 +58,34 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[33m2024-02-23 09:50:04 WARNING semantic_router.utils.logger Single document exceeds the maximum token limit of 300. Splitting to sentences before semantically splitting.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 0: Trying threshold: 0.8881277932028191\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 0: Median tokens per split: 24.0\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 0: Adjusting high to 0.8781277932028191\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 1: Trying threshold: 0.8687934834140205\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 1: Median tokens per split: 34.5\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Iteration 1: Adjusting high to 0.8587934834140205\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Final optimal threshold: 0.8687934834140205\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 218 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 262 tokens due to exceeding token limit of 300.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 137 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 249 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 117 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 171 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Split finalized with 72 tokens due to threshold 0.8687934834140205.\u001b[0m\n", - "\u001b[32m2024-02-23 09:50:05 INFO semantic_router.utils.logger Final split added with 23 tokens due to remaining documents.\u001b[0m\n" + "\u001b[33m2024-02-23 10:17:52 WARNING semantic_router.utils.logger Single document exceeds the maximum token limit of 300. Splitting to sentences before semantically splitting.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 0: Trying threshold: 0.8881252553216503\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 0: Median tokens per split: 24.0\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 0: Adjusting high to 0.8781252553216503\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 1: Trying threshold: 0.8687915616817252\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 1: Median tokens per split: 34.5\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Iteration 1: Adjusting high to 0.8587915616817252\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Final optimal threshold: 0.8687915616817252\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 218 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 262 tokens due to exceeding token limit of 300.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 137 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 249 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 117 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 171 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Split finalized with 72 tokens due to threshold 0.8687915616817252.\u001b[0m\n", + "\u001b[32m2024-02-23 10:17:53 INFO semantic_router.utils.logger Final split added with 23 tokens due to remaining documents.\u001b[0m\n" ] }, { "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 1200x600 with 1 Axes>" ] @@ -91,49 +100,49 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Split 1, tokens 218:\n", + "Split 1, tokens 218, triggered by: 0.85\n", "\u001b[31mIn a recent surge of social media discussions on Weibo, Chinese netizens have been engaging in conversations about the struggles and challenges of earning money. The online debate sparked a wave of opinions and perspectives on the relationship between hard work, high pay, and finding contentment. Among the tweets, several users pontificated that one should avoid earning \"too much hard-earned money.\" The tweets and discussions revolve around the idea that working too hard for one's income can have a detrimental effect on one's life, both physically and mentally. Some users advocate for finding opportunities that align with one's strengths and passions, rather than simply focusing on high-paying jobs that may require excessive hours and intense labor. One Weibo user pontificates, \"Don't earn that much hard-earned money,\" a sentiment echoed by others with tweets such as, \"Why is it that when earning money, that process always has to be so tough?\" This question is followed by a comparison between two types of people - those who are used to earning money the hard way and those who seem to effortlessly obtain wealth.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 2, tokens 262:\n", + "Split 2, tokens 262, triggered by: token limit\n", "\u001b[32mWhile the former group is depicted as having been taught to suffer from a young age, the latter is shown as being able to focus solely on their natural talents and thriving in their niche advantageously. Discussions on the platform draw attention to a variety of issues that those who earn money the hard way might face. For example, they are described as likely having to work overtime, forgo time off for illness or rest, and maintain an unyielding dedication to their occupation, which often results in a never-ending cycle of work without any perceived progression in their lives. Another tweet that captures this sentiment reads, \"Drowning in more work and poverty despite trying harder and harder,\" pointing to a sense of despair and dissatisfaction that comes with work that is both disproportionately demanding and inadequately rewarding. Critics also note how the pursuit of hard-earned money could potentially create physical and mental health risks due to the unrelenting pressure and stress that these jobs might impose. Conversely, those in favor of earning money with less difficulty contend that it's crucial to harness one's strengths and passions to create opportunities that yield financial success without the need for excessive labor. The debate revolves around the concept that people should seek out ways to work smarter, not harder, especially if it means a healthier and more fulfilling lifestyle.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 3, tokens 137:\n", + "Split 3, tokens 137, triggered by: 0.85\n", "\u001b[34mIn fact, the notion of a \"vicious cycle,\" often attributed to those chasing hard-earned money, is juxtaposed with an idealized image of someone operating in their zone of excellence. Confidently focused on their strengths, such individuals are depicted as enjoying a more relaxed and less stressful work environment, one in which they can thrive without the need for never-ending overtime or self-sacrifice. Some tweets even extend this sentiment to the broader socio-economic context, observing how wealth is not merely derived from manual labor or high-paying positions requiring extraordinary work hours. The tweets emphasize the importance of cultivating an entrepreneurial spirit and a penchant for innovative thinking, especially in the modern digital age.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 4, tokens 249:\n", + "Split 4, tokens 249, triggered by: 0.86\n", "\u001b[35mOne user writes, \"Too hard-earned money isn't worth it. Learn how to make money using your brain, not your body,\" while another suggests, \"Love will flow towards those who are not lacking in love, and money will flow towards those who are not lacking in money!\" While some of the discussions take a somewhat passive-aggressive view, others acknowledge that financial security and comfort might not always be possible for everyone. In a more realistic tone, a user remarks, \"If life were so easy that diligence led to wealth, then the world's richest person would be the best worker bee. But that's not the case.\" This acknowledgment underscores the complexities of the economy and the role that factors like luck, connections, and a rapidly evolving job market can play in financial success. Some users are quick to criticize the notion that earning money the hard way should be avoided, with one tweet expressing, \"The person who advises you to avoid hard-earned money is likely a scammer who profits off providing emotional value in exchange for exploitation.\" Others argue that while it's essential to find enjoyment and fulfillment in one's work, it's crucial not to shun or belittle those who choose to work in physically demanding or high-paying industries.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 5, tokens 117:\n", + "Split 5, tokens 117, triggered by: 0.87\n", "\u001b[31mOverall, the Weibo discussions offer a fascinating insight into the complexities of the modern Chinese labor market and the work-life balance that people strive to achieve. As in many countries, striking the right balance between work and play is an ongoing challenge for many Chinese citizens. However, the conversations on Weibo signal an increasing awareness of the importance of finding meaningful, fulfilling, and financially rewarding work that doesn't necessitate excessive sacrifice or sufferance. In the end, as one user succinctly puts it, \"Make sure you're earning your money in a way that brings you joy and satisfaction.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 6, tokens 171:\n", + "Split 6, tokens 171, triggered by: 0.82\n", "\u001b[32mThat's the only way to ensure that your life doesn't become a never-ending cycle of hard work without any tangible progress.\" In this context, social media discussions focusing on the trials and tribulations of earning money serve not only as an outlet for venting frustrations but also as a means of promoting dialogue and shared understanding about the challenges faced by workers across all industries. These virtual conversations sparked by tweets and in-depth discussions likely resonate with a wide swath of Chinese citizens struggling to navigate the complexities of balancing a career that pays well with one that brings them joy, fulfillment, and a sense of purpose. As the discussions on Weibo continue to evolve and unfold, it is evident that the discourse around work, money, and life satisfaction holds the potential to inspire meaningful change and shift societal attitudes towards a more holistic, balanced, and humane understanding of success and prosperity.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 7, tokens 72:\n", + "Split 7, tokens 72, triggered by: 0.80\n", "\u001b[34m--- Note: The translated tweets and user quotes from Chinese to English were used as the foundation for the long-form news article. The author tried to maintain the integrity of the original content in the translation while adapting it to fit a journalistic format. No inaccuracies were introduced during translation, and the opinion-based nature of the original content was preserved while maintaining objectivity.\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", "\n", - "Split 8, tokens 23:\n", + "Split 8, tokens 23, triggered by: final split\n", "\u001b[35mHeart count: 0/2 Note: The author did not include any Chinese characters in the final response. Collapse\u001b[0m\n", "----------------------------------------------------------------------------------------\n", "\n", @@ -146,13 +155,6 @@ "\n", "plot_splits(splits)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/semantic_router/splitters/rolling_window.py b/semantic_router/splitters/rolling_window.py index 030719de6f49ce719da14849acf213c8bfd36723..f9137ae9c7313153743f49e4604f741b7d848328 100644 --- a/semantic_router/splitters/rolling_window.py +++ b/semantic_router/splitters/rolling_window.py @@ -245,7 +245,7 @@ class RollingWindowSplitter: plt.ylabel("Similarity Score") plt.title( f"Threshold: {self.calculated_threshold} |" - " Window Size: {self.window_size}", + f" Window Size: {self.window_size}", loc="right", fontsize=10, ) diff --git a/semantic_router/splitters/utils.py b/semantic_router/splitters/utils.py index 04e3c8b528d5670a0ae4ffb3e03136491c140d8f..43e7b68ee811ca43462a404d16749384f4cc751f 100644 --- a/semantic_router/splitters/utils.py +++ b/semantic_router/splitters/utils.py @@ -73,7 +73,17 @@ def plot_splits(document_splits: List[DocumentSplit]) -> None: for i, split in enumerate(document_splits): color = colors[i % len(colors)] colored_content = f"{color}{split.content}{Style.RESET_ALL}" - print(f"Split {i + 1}, tokens {split.token_count}:") + if split.is_triggered: + triggered = f"{split.triggered_score:.2f}" + elif i == len(document_splits) - 1: + triggered = "final split" + else: + triggered = "token limit" + print( + f"Split {i + 1}, " + f"tokens {split.token_count}, " + f"triggered by: {triggered}" + ) print(colored_content) print("-" * 88) print("\n")